From 2dee32711565ce1b84cb6f36c06a1516cd68b19c Mon Sep 17 00:00:00 2001
From: BLADIER Tatiana <tatiana.bladier@lis-lab.fr>
Date: Fri, 16 May 2025 15:37:04 +0200
Subject: [PATCH] add analyses
---
...och-5-val_loss-4.94.pt_500-checkpoint.html | 114 +
.../tania-some-other-metrics-checkpoint.ipynb | 748 ++----
...-train_loss-4.76-val_loss-4.99.pt_500.html | 133 ++
...-train_loss-4.61-val_loss-5.09.pt_500.html | 97 +
...-8-train_loss-4.3-val_loss-4.9.pt_500.html | 110 +
...-train_loss-4.33-val_loss-5.04.pt_500.html | 108 +
...al_const-epoch-5-val_loss-4.94.pt_500.html | 114 +
...-train_loss-4.76-val_loss-4.99.pt_500.html | 146 ++
...-train_loss-4.61-val_loss-5.09.pt_500.html | 138 ++
...-8-train_loss-4.3-val_loss-4.9.pt_500.html | 1 +
...-train_loss-4.33-val_loss-5.04.pt_500.html | 139 ++
...-train_loss-4.57-val_loss-4.97.pt_500.html | 113 +
...al_const-epoch-5-val_loss-4.94.pt_500.html | 132 ++
tania_scripts/tania-some-other-metrics.ipynb | 2010 ++++++++++++++---
14 files changed, 3188 insertions(+), 915 deletions(-)
create mode 100644 tania_scripts/.ipynb_checkpoints/analysis_report_lp_generated_temp_0.7_all_data_73m_tok_positional_const-epoch-5-val_loss-4.94.pt_500-checkpoint.html
create mode 100644 tania_scripts/analysis_report_lp_generated_temp_0.7_all_data_73m_tok_macro_positional_const-epoch-4-train_loss-4.76-val_loss-4.99.pt_500.html
create mode 100644 tania_scripts/analysis_report_lp_generated_temp_0.7_all_data_73m_tok_macrornn_positional_const-epoch-8-train_loss-4.61-val_loss-5.09.pt_500.html
create mode 100644 tania_scripts/analysis_report_lp_generated_temp_0.7_all_data_73m_tok_pos_macro_positional_const-epoch-8-train_loss-4.3-val_loss-4.9.pt_500.html
create mode 100644 tania_scripts/analysis_report_lp_generated_temp_0.7_all_data_73m_tok_pos_macrornn_positional_const-epoch-7-train_loss-4.33-val_loss-5.04.pt_500.html
create mode 100644 tania_scripts/analysis_report_lp_generated_temp_0.7_all_data_73m_tok_positional_const-epoch-5-val_loss-4.94.pt_500.html
create mode 100644 tania_scripts/analysis_report_sp_generated_temp_0.7_all_data_73m_tok_macro_positional_const-epoch-4-train_loss-4.76-val_loss-4.99.pt_500.html
create mode 100644 tania_scripts/analysis_report_sp_generated_temp_0.7_all_data_73m_tok_macrornn_positional_const-epoch-8-train_loss-4.61-val_loss-5.09.pt_500.html
create mode 100644 tania_scripts/analysis_report_sp_generated_temp_0.7_all_data_73m_tok_pos_macrornn_positional_const-epoch-7-train_loss-4.33-val_loss-5.04.pt_500.html
create mode 100644 tania_scripts/analysis_report_sp_generated_temp_0.7_all_data_73m_tok_pos_positional_const-epoch-4-train_loss-4.57-val_loss-4.97.pt_500.html
create mode 100644 tania_scripts/analysis_report_sp_generated_temp_0.7_all_data_73m_tok_positional_const-epoch-5-val_loss-4.94.pt_500.html
diff --git a/tania_scripts/.ipynb_checkpoints/analysis_report_lp_generated_temp_0.7_all_data_73m_tok_positional_const-epoch-5-val_loss-4.94.pt_500-checkpoint.html b/tania_scripts/.ipynb_checkpoints/analysis_report_lp_generated_temp_0.7_all_data_73m_tok_positional_const-epoch-5-val_loss-4.94.pt_500-checkpoint.html
new file mode 100644
index 0000000..ecae699
--- /dev/null
+++ b/tania_scripts/.ipynb_checkpoints/analysis_report_lp_generated_temp_0.7_all_data_73m_tok_positional_const-epoch-5-val_loss-4.94.pt_500-checkpoint.html
@@ -0,0 +1,114 @@
+<html>
+<head><meta charset="UTF-8"><title>Analysis Report</title><style>body {text-decoration: none;}del, s {text-decoration: none !important;}</style></head>
+<body>
+<h3>lp_generated_temp_0.7_all_data_73m_tok_positional_const-epoch-5-val_loss-4.94.pt_500</h3>
+<h2>FILE TEXT</h2>
+<p><s> mais le roi , qui avait demandé où il était , la reine était accourue le sien . </s> <s> Le roi , qui se promenait autant plus qu' il avait un roi pour ne pas avoir tant entendu . </s> <s> -- Eh bien , demanda Aramis , est -ce que ce drôle m' est prévu ? </s> <s> -- Oui , Monseigneur , répondit d' Artagnan , et je ne vous ai pas trompé . </s> <s> -- Mais vous n' avez donc pas fait autant de vous que d' Artagnan , mon cher Athos , dit Porthos . </s> <s> -- Eh ! continua Porthos , vous êtes un homme ? </s> <s> -- Oui , monsieur , répondit celui-ci . </s> <s> -- Voici votre carrosse , dit Aramis . </s> <s> -- Et vous , vous le savez , milord , dit Mordaunt , je ne vous comprends pas , moi , et je vous me rends pour moi . </s> <s> Et il se remit à genoux , et monta rapidement à la porte , qui fit les yeux autour de lui . </s> <s> -- Mon cher , dit Athos , vous êtes un homme dévoué à l' instant même . </s> <s> -- Vous connaissez la force que je vous ai dit tout à l' heure . </s> <s> -- Eh bien ! dit Porthos , je n' aurai pas besoin de vous moquer de vous . </s> <s> Je crierai , pour vous , et je vous répète tout haut que vous l' idée de vous . </s> <s> -- Est -ce que nous sommes quittés à lui , dit Porthos . </s> <s> -- C' est fini , dit d' Artagnan , et il faut savoir précisément où nous vous les tenons . </s> <s> Le prince et Aramis se pencha sur sa tête . </s> <s> -- Et ce soir , dit Athos , vous pouvez servir de précaution , ne m' avez pas quitté le mien . </s> <s> -- Pas un peu , dit d' Artagnan . </s> <s> -- À ce que nous on ne nous a pas parlé , dit Porthos . </s> <s> -- Et moi , dit d' Artagnan , nous voilà , mais encore un jour pour un sommeil . </s> <s> -- Bah ! dit Porthos , vous ne vous aimez pas jusqu' à votre tour ? </s> <s> -- Ah ! dit Porthos , on ne dit que le premier , vous n' êtes pas en face de moi . </s> <s> Vous avez donc entendu dire un secret , il n' est pas de question . </s> <s> Je l' ai vu . </s> <s> -- Oui , dit Athos , je crois que vous avez raison de le prix . </s> <s> -- Vous êtes donc prêt ? dit Athos avec la plus grande attention . </s> </p>
+<h2>Type/Token Ratio</h2><p>0.389</p>
+<h2>POS-based TTR</h2>
+<p>Verb TTR: 0.704</p>
+<p>Noun TTR: 0.671</p>
+<h2>Nominal/Verb Ratios</h2>
+<p>Nominal/Verb Ratio: 1.41</p>
+<p>Verb/Nominal Ratio: 0.71</p>
+<p>Adverb/Verb Ratio: 0.52</p>
+<p>Adj+Noun/Verb Ratio: 1.69</p>
+<h2>French Readability</h2>
+<p>{'Flesch-Douma': 96.1, 'LIX': 21.34, 'Kandel-Moles': 163.27}</p>
+<h2>Average Lengths</h2>
+<p>{'Average Word Length': 3.95, 'Average Sentence Length': 12.17}</p>
+<h2>POS Frequencies</h2>
+<p>Verb: 0.15</p>
+<p>Noun: 0.22</p>
+<p>Adjective: 0.04</p>
+<p>Adverb: 0.08</p>
+<h2>MSTTR</h2>
+<p>0.59</p>
+<h2>BZIP Compression Ratio</h2>
+<p>0.40</p>
+<h2>Word Entropy</h2>
+<p>6.18</p>
+<h2>Bigram Entropy</h2>
+<p>7.93</p>
+<h2>Constituency Parse Trees</h2>
+<div style="margin-bottom: 40px;">
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text-anchor="middle" x="50%" y="16px">adj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">prêt</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="87.5%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="23.0769%" y1="20px" y2="48px" /><svg width="6.73077%" x="34.6154%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">?</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="37.9808%" y1="20px" y2="48px" /><svg width="4.80769%" x="41.3462%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">v</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">dit</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="43.75%" y1="20px" y2="48px" /><svg width="41.3462%" x="46.1538%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP-MOD</text></svg><svg width="16.2791%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">npp</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Athos</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="8.13953%" y1="20px" y2="48px" /><svg width="83.7209%" x="16.2791%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">PP-MOD</text></svg><svg width="16.6667%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">p</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">avec</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="8.33333%" y1="20px" y2="48px" /><svg width="83.3333%" x="16.6667%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP</text></svg><svg width="16.6667%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">det</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">la</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="8.33333%" y1="20px" y2="48px" /><svg width="46.6667%" x="16.6667%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">AP</text></svg><svg width="42.8571%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">adv</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">plus</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="21.4286%" y1="20px" y2="48px" /><svg width="57.1429%" x="42.8571%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">adj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">grande</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="71.4286%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="40%" y1="20px" y2="48px" /><svg width="36.6667%" x="63.3333%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">nc</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">attention</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="81.6667%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="58.3333%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="58.1395%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="66.8269%" y1="20px" y2="48px" /><svg width="6.73077%" x="87.5%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">.</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="90.8654%" y1="20px" y2="48px" /><svg width="5.76923%" x="94.2308%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="97.1154%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg>
+</div>
+<p>Avg tree depth: 8.21</p>
+<h2>Sentences Without a Tree</h2>
+<p>Number of exceptions: 3</p>
+<ul>
+<li><pre><s> <s> <s> 6<br>mais cc COORD@@<nul> 6<br>le det NP@@<nul> 7<br>roi nc <nul>@@<nul> 8<br>, ponct <nul>@@<nul> 1<br>qui prorel NP-SUJ@@<nul> 1<br>avait v VN@@Srel-MOD 2<br>demandé vpp <nul>@@<nul> 3<br>où cs Ssub-OBJ@@<nul> 2<br>il cls-suj VN@@<nul> 3<br>était v <nul>@@<nul> 4<br>, ponct <nul>@@Sint 4<br>la det NP-OBJ@@<nul> 4<br>reine nc <nul>@@<nul> 5<br>était v VN@@<nul> 4<br>accourue vpp <nul>@@<nul> 5<br>le det NP-OBJ@@<nul> 1<br>sien adj <nul>@@<nul> 2<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 3<br>-- ponct <nul>@@<nul> 3<br>Est nc <nul>@@<nul> 3<br>-ce det NP-OBJ@@<nul> 1<br>que prorel NP-OBJ@@<nul> 2<br>nous cls-suj VN@@Srel 3<br>sommes v <nul>@@<nul> 4<br>quittés vpp <nul>@@<nul> 4<br>à p PP-A_OBJ@@<nul> 3<br>lui pro NP@@<nul> 4<br>, ponct <nul>@@<nul> 1<br>dit v VN@@<nul> 1<br>Porthos npp NP-SUJ@@Sint-MOD 2<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 3<br>Je cls-suj VN@@Sint-MOD 3<br>l' clo-obj <nul>@@<nul> 4<br>ai v <nul>@@<nul> 4<br>vu vpp <nul>@@<nul> 4<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+</ul>
+</body></html>
\ No newline at end of file
diff --git a/tania_scripts/.ipynb_checkpoints/tania-some-other-metrics-checkpoint.ipynb b/tania_scripts/.ipynb_checkpoints/tania-some-other-metrics-checkpoint.ipynb
index 7a3397a..8bae426 100644
--- a/tania_scripts/.ipynb_checkpoints/tania-some-other-metrics-checkpoint.ipynb
+++ b/tania_scripts/.ipynb_checkpoints/tania-some-other-metrics-checkpoint.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": 138,
"id": "08e921a2-0786-4d22-987f-2fb85ace4050",
"metadata": {},
"outputs": [
@@ -10,7 +10,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "../../compo-gpt-model/generated_texts/lp_generated_temp_0.7_all_data_73m_tok_pos_positional_const-epoch-4-train_loss-4.57-val_loss-4.97.pt_500\n"
+ "../../compo-gpt-model/generated_texts/lp_generated_temp_0.7_all_data_73m_tok_positional_const-epoch-5-val_loss-4.94.pt_500\n"
]
}
],
@@ -21,7 +21,7 @@
"sys.path.append(\"..\")\n",
"\n",
"# Use glob to resolve the wildcard pattern\n",
- "file_pattern = \"../../compo-gpt-model/generated_texts/lp_generated_temp_0.7_all_data_73m_tok_pos_positional_const*\"\n",
+ "file_pattern = \"../../compo-gpt-model/generated_texts/lp_generated_temp_0.7_all_data_73m_tok_positional_const*\"\n",
"matching_files = glob.glob(file_pattern)\n",
"\n",
"if not matching_files:\n",
@@ -44,7 +44,7 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 139,
"id": "510c3726-366d-4e26-a2bb-b55391b473bd",
"metadata": {},
"outputs": [],
@@ -63,7 +63,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 140,
"id": "ee59c294-fdcd-429e-a126-734480d1b0ba",
"metadata": {},
"outputs": [],
@@ -89,7 +89,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 141,
"id": "b6ae41ef-116f-473d-b3f3-115d90fe65b7",
"metadata": {},
"outputs": [],
@@ -126,7 +126,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 142,
"id": "2a882cc9-8f9d-4457-becb-d2e26ab3f14f",
"metadata": {},
"outputs": [
@@ -145,7 +145,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 143,
"id": "8897dcc3-4218-4ee5-9984-17b9a6d8dce2",
"metadata": {},
"outputs": [],
@@ -201,7 +201,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 144,
"id": "1363f307-fa4b-43ba-93d5-2d1c11ceb9e4",
"metadata": {},
"outputs": [
@@ -222,7 +222,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 145,
"id": "1362e192-514a-4a77-a8cb-5c012026e2bb",
"metadata": {},
"outputs": [],
@@ -276,7 +276,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 146,
"id": "544ff6aa-4104-4580-a01f-97429ffcc228",
"metadata": {},
"outputs": [
@@ -366,7 +366,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 147,
"id": "b9052dc2-ce45-4af4-a0a0-46c60a13da12",
"metadata": {},
"outputs": [],
@@ -426,7 +426,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 148,
"id": "1e9dd0fb-db6a-47d1-8bfb-1015845f6d3e",
"metadata": {},
"outputs": [
@@ -436,7 +436,7 @@
"{'Flesch-Douma': 88.68, 'LIX': 11.55, 'Kandel-Moles': 5.86}"
]
},
- "execution_count": 11,
+ "execution_count": 148,
"metadata": {},
"output_type": "execute_result"
}
@@ -459,7 +459,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 149,
"id": "24bc84a5-b2df-4194-838a-8f24302599bd",
"metadata": {},
"outputs": [],
@@ -505,7 +505,7 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 150,
"id": "0cdb972f-31b6-4e7e-82a8-371eda344f2c",
"metadata": {},
"outputs": [
@@ -515,7 +515,7 @@
"{'Average Word Length': 3.79, 'Average Sentence Length': 7.0}"
]
},
- "execution_count": 13,
+ "execution_count": 150,
"metadata": {},
"output_type": "execute_result"
}
@@ -559,7 +559,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 151,
"id": "56af520c-d56b-404a-aebf-ad7c2a9ca503",
"metadata": {},
"outputs": [],
@@ -605,7 +605,7 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 152,
"id": "f7c8b125-4651-4b21-bcc4-93ef78a4239b",
"metadata": {},
"outputs": [
@@ -641,7 +641,7 @@
},
{
"cell_type": "code",
- "execution_count": 16,
+ "execution_count": 153,
"id": "daa17c33-adca-4695-90eb-741579382939",
"metadata": {},
"outputs": [],
@@ -660,7 +660,7 @@
},
{
"cell_type": "code",
- "execution_count": 17,
+ "execution_count": 154,
"id": "80d8fa08-6b7d-4ab7-85cd-987823639277",
"metadata": {},
"outputs": [
@@ -688,7 +688,7 @@
},
{
"cell_type": "code",
- "execution_count": 18,
+ "execution_count": 155,
"id": "c8bd9186-eab8-4ca6-93bd-82b260cd3d19",
"metadata": {},
"outputs": [],
@@ -703,7 +703,7 @@
},
{
"cell_type": "code",
- "execution_count": 19,
+ "execution_count": 156,
"id": "3f9c7dc7-6820-4013-a85c-2af4f846d4f5",
"metadata": {},
"outputs": [
@@ -731,7 +731,7 @@
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": 157,
"id": "65e1a630-c46e-4b18-9831-b97864de53ee",
"metadata": {},
"outputs": [],
@@ -751,7 +751,7 @@
},
{
"cell_type": "code",
- "execution_count": 21,
+ "execution_count": 158,
"id": "1612e911-12a8-47c9-b811-b2d6885c3647",
"metadata": {},
"outputs": [
@@ -780,7 +780,7 @@
},
{
"cell_type": "code",
- "execution_count": 22,
+ "execution_count": 159,
"id": "925a3a75-aaaa-4851-b77b-b42cb1e21e11",
"metadata": {},
"outputs": [],
@@ -795,7 +795,7 @@
},
{
"cell_type": "code",
- "execution_count": 23,
+ "execution_count": 160,
"id": "6fa60897-ad26-43b4-b8de-861290ca6bd3",
"metadata": {},
"outputs": [
@@ -821,7 +821,7 @@
},
{
"cell_type": "code",
- "execution_count": 24,
+ "execution_count": 161,
"id": "f3678462-e572-4ce5-8d3d-a5389b2356c8",
"metadata": {},
"outputs": [],
@@ -832,7 +832,7 @@
},
{
"cell_type": "code",
- "execution_count": 25,
+ "execution_count": 162,
"id": "b621b2a8-488f-44db-b085-fe156f453943",
"metadata": {},
"outputs": [
@@ -886,7 +886,7 @@
},
{
"cell_type": "code",
- "execution_count": 26,
+ "execution_count": 163,
"id": "79f99787-c220-4f1d-93a9-59230363ec3f",
"metadata": {},
"outputs": [],
@@ -917,7 +917,7 @@
},
{
"cell_type": "code",
- "execution_count": 27,
+ "execution_count": 164,
"id": "f567efb0-8b0b-4782-9345-052cf1785776",
"metadata": {},
"outputs": [],
@@ -936,33 +936,10 @@
},
{
"cell_type": "code",
- "execution_count": 28,
+ "execution_count": 165,
"id": "8d4ecba9-89b8-4000-a061-aa16aa68a404",
"metadata": {},
- "outputs": [
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "/home/tatiana.bladier/compo-text-eval/tania_scripts/supar/structs/fn.py:295: FutureWarning: `torch.cuda.amp.custom_fwd(args...)` is deprecated. Please use `torch.amp.custom_fwd(args..., device_type='cuda')` instead.\n",
- " @torch.cuda.amp.custom_fwd(cast_inputs=torch.float)\n",
- "/home/tatiana.bladier/compo-text-eval/tania_scripts/supar/structs/fn.py:303: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.\n",
- " @torch.cuda.amp.custom_bwd\n",
- "/home/tatiana.bladier/compo-text-eval/tania_scripts/supar/structs/fn.py:315: FutureWarning: `torch.cuda.amp.custom_fwd(args...)` is deprecated. Please use `torch.amp.custom_fwd(args..., device_type='cuda')` instead.\n",
- " @torch.cuda.amp.custom_fwd(cast_inputs=torch.float)\n",
- "/home/tatiana.bladier/compo-text-eval/tania_scripts/supar/structs/fn.py:322: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.\n",
- " @torch.cuda.amp.custom_bwd\n",
- "/home/tatiana.bladier/compo-text-eval/tania_scripts/supar/structs/fn.py:335: FutureWarning: `torch.cuda.amp.custom_fwd(args...)` is deprecated. Please use `torch.amp.custom_fwd(args..., device_type='cuda')` instead.\n",
- " @torch.cuda.amp.custom_fwd(cast_inputs=torch.float)\n",
- "/home/tatiana.bladier/compo-text-eval/tania_scripts/supar/structs/fn.py:342: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.\n",
- " @torch.cuda.amp.custom_bwd\n",
- "/home/tatiana.bladier/compo-text-eval/tania_scripts/supar/structs/fn.py:352: FutureWarning: `torch.cuda.amp.custom_fwd(args...)` is deprecated. Please use `torch.amp.custom_fwd(args..., device_type='cuda')` instead.\n",
- " @torch.cuda.amp.custom_fwd(cast_inputs=torch.float)\n",
- "/home/tatiana.bladier/compo-text-eval/tania_scripts/supar/structs/fn.py:365: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.\n",
- " @torch.cuda.amp.custom_bwd\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"from transform import *\n",
"\n",
@@ -984,12 +961,12 @@
" depth = nltk_tree.height() - 1 # NLTK includes the leaf level as height 1, so subtract 1 for tree depth \n",
" print(\"Tree depth:\", depth)\n",
" display(SVG(svg_tree_with_bg))\n",
- " return svg_tree_with_bg "
+ " return svg_tree_with_bg, depth"
]
},
{
"cell_type": "code",
- "execution_count": 29,
+ "execution_count": 166,
"id": "bc51ab44-6885-45cc-bad2-6a43a7791fdb",
"metadata": {},
"outputs": [],
@@ -1027,7 +1004,7 @@
},
{
"cell_type": "code",
- "execution_count": 30,
+ "execution_count": 167,
"id": "729d7671-02be-443b-94ee-ddc79284aac4",
"metadata": {},
"outputs": [],
@@ -1057,7 +1034,7 @@
},
{
"cell_type": "code",
- "execution_count": 31,
+ "execution_count": 168,
"id": "adc5bba6-3cef-4024-b25c-b8e9fea868ec",
"metadata": {},
"outputs": [
@@ -1065,516 +1042,23 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "NUMBER OF SENTS: 25\n",
- "FILE TEXT: <s> il fit un mouvement pour leur faire de les fuir . </s> <s> -- Ah ! ah ! dit Porthos , voici justement ce qui se fait à nous rendre , pivot ! </s> <s> Et il frappa à son frère et attendit que le roi avait fait l' un et l' autre . </s> <s> On ne s' était pas trompé , à ce qu' il l' avait dit , le premier était entré . </s> <s> Athos remonta l' épaule de le premier , et le regarda . </s> <s> -- Voilà une légère affaire , dit Aramis , que vous avez entendu parler à Dieu la mort , et j' y avais bien peur . </s> <s> -- À le fait , dit Athos , nous ne sommes pas de les plus dévoués , sur le moins en même moment que nous sommes . </s> <s> Il nous a dit , que je le sais , il a vue si on ne l' est arrivé dans le monde . </s> <s> À le bout de la porte , un silence sans doute , la voix se trouvait , à le contraire de la mort . </s> <s> -- Ah ! fit Mordaunt . </s> <s> Et il ajouta l' homme qui venait de se coucher , en effet , il s' assit à la tête . </s> <s> -- Qu' est -il donc là ? dit Athos . </s> <s> -- Ils n' ont pas encore vu la reine ? demanda son fils . </s> <s> -- Oui , ah ! dit Athos , il n' y a pas d' Artagnan de la mort . </s> <s> -- C' est vous , monsieur d' Artagnan , dit d' Artagnan , la chose m' a bien voulu vous faire . </s> <s> -- Certes , dit Porthos , je ne vous répondrai pas à les épées . </s> <s> -- Et , dit Aramis , vous irez à la peine , car ce n' est pas vous qui m' avez fait de les autres . </s> <s> -- Eh bien ! dit d' Artagnan , vous avez donc remarqué ? </s> <s> -- Dame ! dit Porthos , cela ne vous a pas avoué ce qu' il avait fait cette pauvre fille , j' ai une condition . </s> <s> -- Pourquoi , Sire ? demanda Aramis avec une voix altérée . </s> <s> -- Est -ce que vous ne dites pas un homme ? dit Cromwell . </s> <s> -- Eh ! </s> <s> -- Non , dit d' Artagnan , il y a un de les Écossais , et cela ne peut pas être faits . </s> <s> -- Non , dit Aramis , je ne vous demande pas de réponse à M. le comte . </s> <s> Mordaunt s' arrêta . </s> \n",
- "Type/Token Ratio: 0.377\n",
- "Verb TTR: 0.548\n",
- "Noun TTR: 0.717\n",
- "Nominal/Verb Ratio: 0.82\n",
- "Verb/Nominal Ratio: 1.22\n",
- "Adverb/Verb Ratio: 0.45\n",
- "Adj+Noun/Verb Ratio: 0.99\n",
- "Verb Frequency: 0.22\n",
- "Noun Frequency: 0.18\n",
- "Adj Frequency: 0.10\n",
- "Adv Frequency: 0.04\n",
- "MSTTR: 0.5866666666666667\n",
- "BZIP: 0.42659416707859615\n",
- "WORD ENTROPY: 6.279097384490374\n",
- "BIGRAM ENTROPY: 8.036916120508694\n",
- "Tree depth: 10\n"
- ]
- },
- {
- "data": {
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- "Tree depth: 11\n"
+ "NUMBER OF SENTS: 27\n"
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- ],
"text/plain": [
- "<IPython.core.display.SVG object>"
+ "'\\nfile_conll = file_to_eval.split(\\'texts\\')[1]\\ntriple_strings_concat = \\'\\'.join(triple_strings)\\n#print(\"TRIPLE STRINGS: \", triple_strings_concat)\\nprint(\"FILE TEXT: \", file_text)\\nttr = compute_ttr_cleaned(triple_strings_concat)\\nprint(f\"Type/Token Ratio: {ttr:.3f}\")\\n\\nresult = compute_ttr_by_pos(triple_strings_concat)\\nprint(f\"Verb TTR: {result[\\'verb_ttr\\']:.3f}\")\\nprint(f\"Noun TTR: {result[\\'noun_ttr\\']:.3f}\")\\n\\nratios = compute_nv_ratios(triple_strings_concat)\\nprint(f\"Nominal/Verb Ratio: {ratios[\\'nominal_verb_ratio\\']:.2f}\")\\nprint(f\"Verb/Nominal Ratio: {ratios[\\'verb_nominal_ratio\\']:.2f}\")\\nprint(f\"Adverb/Verb Ratio: {ratios[\\'adv_verb_ratio\\']:.2f}\")\\nprint(f\"Adj+Noun/Verb Ratio: {ratios[\\'adj_noun_verb_ratio\\']:.2f}\")\\n\\ncompute_french_readability(file_text)\\n\\ncompute_avg_lengths(triple_strings_concat)\\n\\n\\nfreqs = compute_pos_frequency(triple_strings_concat)\\n\\nprint(f\"Verb Frequency: {freqs[\\'verb_freq\\']:.2f}\")\\nprint(f\"Noun Frequency: {freqs[\\'noun_freq\\']:.2f}\")\\nprint(f\"Adj Frequency: {freqs[\\'adv_freq\\']:.2f}\")\\nprint(f\"Adv Frequency: {freqs[\\'adj_freq\\']:.2f}\")\\n\\nprint(\"MSTTR: \", msttr(file_text, 100))\\n\\nprint(\"BZIP: \", bzip_compression_ratio(file_text))\\n\\nprint(\"WORD ENTROPY: \", word_entropy(file_text))\\n\\nprint(\"BIGRAM ENTROPY: \", bigram_entropy(file_text))\\n\\nexcepts = [] \\n\\nfor triple_str in triple_strings:\\n try:\\n visualize_const_prediction(triple_str)\\n #visualize_const_prediction_and_save(triple_str,\\'evals_\\'+ file_conll + \\'.html\\')\\n except:\\n excepts.append(triple_str)\\n\\nprint(\"Number of sentences without a tree: \", len(excepts))\\n\\nprint(\"Exceptions: \")\\nfor exc in excepts:\\n print(exc)\\n\\n'"
]
},
+ "execution_count": 168,
"metadata": {},
- "output_type": "display_data"
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Tree depth: 12\n"
- ]
- },
- {
- "data": {
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- ],
- "text/plain": [
- "<IPython.core.display.SVG object>"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Tree depth: 5\n"
- ]
- },
- {
- "data": {
- "image/svg+xml": [
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- ],
- "text/plain": [
- "<IPython.core.display.SVG object>"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Number of sentences without a tree: 4\n",
- "Exceptions: \n",
- "<s>\t<s>\t<s>\t6\n",
- "il\tcls-suj\tP+@@<nul>\t6\n",
- "fit\tv\t<nul>@@<nul>\t7\n",
- "un\tdet\tNP@@PP\t7\n",
- "mouvement\tnc\t<nul>@@<nul>\t8\n",
- "pour\tp\tPP-MOD@@<nul>\t3\n",
- "leur\tdet\tNP@@<nul>\t4\n",
- "faire\tvinf\t<nul>@@<nul>\t5\n",
- "de\tp\tPP@@<nul>\t5\n",
- "les\tdet\tNP@@<nul>\t6\n",
- "fuir\tvinf\t<nul>@@<nul>\t7\n",
- ".\tponct\t<nul>@@<nul>\t0\n",
- "</s>\t</s>\t</s>\t0\n",
- "\n",
- "<s>\t<s>\t<s>\t3\n",
- "Il\tcls-suj\tP+@@<nul>\t3\n",
- "nous\tclo-a_obj\t<nul>@@<nul>\t4\n",
- "a\tv\t<nul>@@<nul>\t4\n",
- "dit\tvpp\tNP@@<nul>\t4\n",
- ",\tponct\t<nul>@@<nul>\t4\n",
- "que\tcs\t<nul>@@<nul>\t4\n",
- "je\tcls-suj\tNP@@PP\t4\n",
- "le\tclo-obj\t<nul>@@<nul>\t5\n",
- "sais\tv\t<nul>@@<nul>\t5\n",
- ",\tponct\t<nul>@@<nul>\t5\n",
- "il\tcls-suj\tVN@@<nul>\t5\n",
- "a\tv\t<nul>@@<nul>\t6\n",
- "vue\tvpp\t<nul>@@<nul>\t6\n",
- "si\tcs\tSsub-OBJ@@Sint-MOD\t6\n",
- "on\tcls-suj\tVN@@<nul>\t7\n",
- "ne\tadv\t<nul>@@<nul>\t8\n",
- "l'\tclo-obj\t<nul>@@<nul>\t8\n",
- "est\tv\t<nul>@@<nul>\t8\n",
- "arrivé\tvpp\t<nul>@@<nul>\t8\n",
- "dans\tp\tPP-MOD@@Sint\t8\n",
- "le\tdet\tNP@@<nul>\t9\n",
- "monde\tnc\t<nul>@@<nul>\t10\n",
- ".\tponct\t<nul>@@<nul>\t0\n",
- "</s>\t</s>\t</s>\t0\n",
- "\n",
- "<s>\t<s>\t<s>\t3\n",
- "--\tponct\t<nul>@@<nul>\t3\n",
- "C'\tcls-suj\t<nul>@@<nul>\t3\n",
- "est\tv\t<nul>@@<nul>\t3\n",
- "vous\tpro\t<nul>@@Sint\t3\n",
- ",\tponct\t<nul>@@<nul>\t3\n",
- "monsieur\tadj\tAP-ATS@@<nul>\t3\n",
- "d'\tp\tPP@@<nul>\t4\n",
- "Artagnan\tnpp\tNP@@<nul>\t5\n",
- ",\tponct\t<nul>@@<nul>\t3\n",
- "dit\tv\tVN@@<nul>\t3\n",
- "d'\tp\tPP-DE_OBJ@@<nul>\t3\n",
- "Artagnan\tnpp\tNP@@<nul>\t4\n",
- ",\tponct\t<nul>@@<nul>\t3\n",
- "la\tdet\tNP-OBJ@@<nul>\t3\n",
- "chose\tnc\t<nul>@@<nul>\t4\n",
- "m'\tclr\tVN@@<nul>\t4\n",
- "a\tv\t<nul>@@<nul>\t5\n",
- "bien\tadv\t<nul>@@<nul>\t5\n",
- "voulu\tvpp\t<nul>@@<nul>\t5\n",
- "vous\tpro\tADV+@@Sint-MOD\t5\n",
- "faire\tvinf\t<nul>@@<nul>\t6\n",
- ".\tponct\t<nul>@@<nul>\t0\n",
- "</s>\t</s>\t</s>\t0\n",
- "\n",
- "<s>\t<s>\t<s>\t4\n",
- "--\tponct\t<nul>@@<nul>\t4\n",
- "Non\tadv\t<nul>@@<nul>\t4\n",
- ",\tponct\t<nul>@@<nul>\t1\n",
- "dit\tv\tVN@@<nul>\t1\n",
- "Aramis\tnpp\tNP-SUJ@@Sint-MOD\t2\n",
- ",\tponct\t<nul>@@<nul>\t3\n",
- "je\tcls-suj\tVN@@<nul>\t3\n",
- "ne\tadv\t<nul>@@<nul>\t4\n",
- "vous\tclo-a_obj\t<nul>@@<nul>\t4\n",
- "demande\tv\t<nul>@@<nul>\t4\n",
- "pas\tadv\t<nul>@@Sint\t4\n",
- "de\tdet\tPP-DE_OBJ@@<nul>\t4\n",
- "réponse\tnc\tNP@@<nul>\t5\n",
- "à\tp\tPP@@<nul>\t4\n",
- "M.\tnpp\tNP@@<nul>\t5\n",
- "le\tdet\tNP-OBJ@@<nul>\t2\n",
- "comte\tnc\t<nul>@@<nul>\t3\n",
- ".\tponct\t<nul>@@<nul>\t0\n",
- "</s>\t</s>\t</s>\t0\n",
- "\n"
- ]
+ "output_type": "execute_result"
}
],
"source": [
"file_text, triple_strings = prepare_file_to_evaluate(file_to_eval)\n",
- "\n",
+ "\"\"\"\n",
"file_conll = file_to_eval.split('texts')[1]\n",
"triple_strings_concat = ''.join(triple_strings)\n",
"#print(\"TRIPLE STRINGS: \", triple_strings_concat)\n",
@@ -1626,13 +1110,14 @@
"print(\"Exceptions: \")\n",
"for exc in excepts:\n",
" print(exc)\n",
- " \n",
+ "\n",
+ "\"\"\"\n",
"\n"
]
},
{
"cell_type": "code",
- "execution_count": 35,
+ "execution_count": 169,
"id": "24a66303-252b-4cdd-8445-df8657e3795f",
"metadata": {},
"outputs": [],
@@ -1642,7 +1127,7 @@
},
{
"cell_type": "code",
- "execution_count": 36,
+ "execution_count": 170,
"id": "7ce36a9e-fe62-4de1-a0b6-92cfda9d6cc3",
"metadata": {},
"outputs": [
@@ -1650,13 +1135,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 10\n"
+ "Tree depth: 12\n"
]
},
{
"data": {
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y=\"16px\"><s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"12.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"35%\" x=\"25%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">--</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"42.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"40%\" x=\"60%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">AP-ATS</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">adj</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text 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stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"6.09756%\" y1=\"20px\" y2=\"48px\"/><svg width=\"87.8049%\" x=\"12.1951%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Srel</text></svg><svg width=\"22.2222%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-SUJ</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">prorel</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">qui</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" 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y=\"16px\">fait</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"72.7273%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"37.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"47.2222%\" x=\"52.7778%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">PP-A_OBJ</text></svg><svg width=\"17.6471%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">p</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">à</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"8.82353%\" y1=\"20px\" y2=\"48px\"/><svg width=\"82.3529%\" x=\"17.6471%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" 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x1=\"50%\" x2=\"71.4286%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"58.8235%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"76.3889%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"56.0976%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"65.2542%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"44.6078%\" y1=\"20px\" y2=\"48px\"/><svg width=\"6.86275%\" x=\"73.5294%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">,</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"76.9608%\" y1=\"20px\" y2=\"48px\"/><svg width=\"6.86275%\" x=\"80.3922%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">nc</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">pivot</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"83.8235%\" y1=\"20px\" y2=\"48px\"/><svg width=\"6.86275%\" x=\"87.2549%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">!</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"90.6863%\" y1=\"20px\" y2=\"48px\"/><svg width=\"5.88235%\" x=\"94.1176%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"97.0588%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"52.3364%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"63.3562%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
+ "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:ev=\"http://www.w3.org/2001/xml-events\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" baseProfile=\"full\" height=\"600px\" preserveAspectRatio=\"xMidYMid meet\" style=\"font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;\" version=\"1.1\" viewBox=\"0,0,1136.0,600.0\" width=\"1136px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">SENT</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"90.8451%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"3.87597%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"1.93798%\" y1=\"20px\" y2=\"48px\"/><svg width=\"96.124%\" x=\"3.87597%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-SUJ</text></svg><svg width=\"4.03226%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Le</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"2.01613%\" y1=\"20px\" y2=\"48px\"/><svg width=\"4.03226%\" x=\"4.03226%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">nc</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">roi</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"6.04839%\" y1=\"20px\" y2=\"48px\"/><svg width=\"5.64516%\" x=\"8.06452%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">,</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"10.8871%\" y1=\"20px\" y2=\"48px\"/><svg width=\"86.2903%\" x=\"13.7097%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Srel</text></svg><svg width=\"7.47664%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-SUJ</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">prorel</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">qui</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"3.73832%\" y1=\"20px\" y2=\"48px\"/><svg width=\"14.9533%\" x=\"7.47664%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">VN</text></svg><svg width=\"31.25%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">clr</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">se</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"15.625%\" y1=\"20px\" y2=\"48px\"/><svg width=\"68.75%\" x=\"31.25%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">v</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">promenait</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"65.625%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"14.9533%\" y1=\"20px\" y2=\"48px\"/><svg width=\"7.47664%\" x=\"22.4299%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">adv</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">autant</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"26.1682%\" y1=\"20px\" y2=\"48px\"/><svg width=\"5.60748%\" x=\"29.9065%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">adv</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">plus</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"32.7103%\" y1=\"20px\" y2=\"48px\"/><svg width=\"64.486%\" x=\"35.514%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Ssub-OBJ</text></svg><svg width=\"7.24638%\" x=\"0%\" 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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1669,13 +1154,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 10\n"
+ "Tree depth: 9\n"
]
},
{
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text-anchor=\"middle\" x=\"50%\" y=\"16px\">,</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"15.7609%\" y1=\"20px\" y2=\"48px\"/><svg width=\"18.4783%\" x=\"19.5652%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP</text></svg><svg width=\"52.9412%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">v</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">demanda</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"26.4706%\" y1=\"20px\" y2=\"48px\"/><svg width=\"47.0588%\" x=\"52.9412%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" 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text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">-ce</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"69.2308%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"13%\" y1=\"20px\" y2=\"48px\"/><svg width=\"74%\" x=\"26%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Ssub-OBJ</text></svg><svg width=\"21.6216%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">prorel</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">que</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"10.8108%\" y1=\"20px\" y2=\"48px\"/><svg width=\"78.3784%\" x=\"21.6216%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Sint</text></svg><svg width=\"41.3793%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-SUJ</text></svg><svg width=\"41.6667%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ce</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"20.8333%\" y1=\"20px\" y2=\"48px\"/><svg 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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1694,7 +1179,7 @@
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1707,13 +1192,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 9\n"
+ "Tree depth: 8\n"
]
},
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1726,13 +1211,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 11\n"
+ "Tree depth: 7\n"
]
},
{
"data": {
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stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"21.4286%\" y1=\"20px\" y2=\"48px\"/><svg width=\"23.8095%\" x=\"42.8571%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">clo</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">y</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"54.7619%\" y1=\"20px\" y2=\"48px\"/><svg width=\"33.3333%\" x=\"66.6667%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">v</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">avais</text></svg></svg><line stroke=\"black\" x1=\"50%\" 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y=\"16px\">adj</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">peur</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"88.5714%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"55.1282%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"87.5%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"52.1472%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"49.734%\" y1=\"20px\" y2=\"48px\"/><svg width=\"3.7234%\" x=\"93.0851%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" 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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1745,13 +1230,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 12\n"
+ "Tree depth: 5\n"
]
},
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1764,13 +1249,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 13\n"
+ "Tree depth: 6\n"
]
},
{
"data": {
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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1783,13 +1268,32 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 9\n"
]
},
{
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@@ -1808,7 +1312,7 @@
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x2=\"9.84252%\" y1=\"20px\" y2=\"48px\"/><svg width=\"83.4646%\" x=\"16.5354%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-OBJ</text></svg><svg width=\"4.71698%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">l'</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"2.35849%\" y1=\"20px\" y2=\"48px\"/><svg width=\"6.60377%\" x=\"4.71698%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">nc</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">homme</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"8.01887%\" y1=\"20px\" y2=\"48px\"/><svg width=\"88.6792%\" x=\"11.3208%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Srel</text></svg><svg width=\"8.51064%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-SUJ</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">prorel</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">qui</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" 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width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">la</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"22.7273%\" y1=\"20px\" y2=\"48px\"/><svg width=\"54.5455%\" x=\"45.4545%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">nc</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">tête</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"72.7273%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"60.7143%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"92.5532%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"55.6604%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"58.2677%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"47.2414%\" y1=\"20px\" y2=\"48px\"/><svg width=\"4.82759%\" x=\"91.0345%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">.</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"93.4483%\" y1=\"20px\" y2=\"48px\"/><svg width=\"4.13793%\" x=\"95.8621%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"97.931%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
+ "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:ev=\"http://www.w3.org/2001/xml-events\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" baseProfile=\"full\" height=\"504px\" preserveAspectRatio=\"xMidYMid meet\" style=\"font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;\" version=\"1.1\" viewBox=\"0,0,960.0,504.0\" width=\"960px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">SENT</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"4.16667%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"2.08333%\" y1=\"20px\" y2=\"48px\"/><svg width=\"5.83333%\" x=\"4.16667%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">--</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"7.08333%\" y1=\"20px\" y2=\"48px\"/><svg width=\"9.16667%\" x=\"10%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-MOD</text></svg><svg width=\"45.4545%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">adj</text></svg><svg 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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1821,13 +1325,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 6\n"
+ "Tree depth: 9\n"
]
},
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1840,13 +1344,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 9\n"
]
},
{
"data": {
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1859,13 +1363,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 8\n"
+ "Tree depth: 9\n"
]
},
{
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"<IPython.core.display.SVG object>"
@@ -1884,7 +1388,7 @@
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1897,13 +1401,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 8\n"
+ "Tree depth: 7\n"
]
},
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1916,13 +1420,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 9\n"
]
},
{
"data": {
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1935,13 +1439,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 8\n"
+ "Tree depth: 6\n"
]
},
{
"data": {
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width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Dame</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"8.37696%\" y1=\"20px\" y2=\"48px\"/><svg width=\"3.66492%\" x=\"10.4712%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">!</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"12.3037%\" y1=\"20px\" y2=\"48px\"/><svg width=\"2.6178%\" x=\"14.1361%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">v</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">dit</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"15.445%\" y1=\"20px\" y2=\"48px\"/><svg width=\"4.71204%\" x=\"16.7539%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-MOD</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">npp</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Porthos</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"19.1099%\" y1=\"20px\" y2=\"48px\"/><svg width=\"3.66492%\" x=\"21.466%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">,</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"23.2984%\" y1=\"20px\" y2=\"48px\"/><svg width=\"68.0628%\" x=\"25.1309%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-MOD</text></svg><svg width=\"4.61538%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">pro</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">cela</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"2.30769%\" y1=\"20px\" y2=\"48px\"/><svg width=\"95.3846%\" x=\"4.61538%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Sint-MOD</text></svg><svg width=\"25%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">VN</text></svg><svg width=\"16.129%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">adv</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ne</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" 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y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-OBJ</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">prorel</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">qu'</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"7.69231%\" y1=\"20px\" y2=\"48px\"/><svg width=\"42.3077%\" x=\"15.3846%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">VN</text></svg><svg width=\"40.9091%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">cls-suj</text></svg><svg width=\"100%\" x=\"0%\" 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width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">fait</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"86.3636%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"36.5385%\" y1=\"20px\" y2=\"48px\"/><svg width=\"42.3077%\" x=\"57.6923%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-SUJ</text></svg><svg width=\"31.8182%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">cette</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"15.9091%\" y1=\"20px\" y2=\"48px\"/><svg width=\"36.3636%\" x=\"31.8182%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">nc</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">pauvre</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/><svg width=\"31.8182%\" x=\"68.1818%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">nc</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">fille</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"84.0909%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"78.8462%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"54.386%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"47.9839%\" y1=\"20px\" y2=\"48px\"/><svg width=\"5.64516%\" x=\"70.9677%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">,</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"73.7903%\" y1=\"20px\" y2=\"48px\"/><svg width=\"23.3871%\" x=\"76.6129%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Sint-MOD</text></svg><svg width=\"44.8276%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">VN</text></svg><svg width=\"69.2308%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">cls-suj</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">j'</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"34.6154%\" y1=\"20px\" y2=\"48px\"/><svg width=\"30.7692%\" x=\"69.2308%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">v</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ai</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"84.6154%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"22.4138%\" y1=\"20px\" y2=\"48px\"/><svg width=\"55.1724%\" x=\"44.8276%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-OBJ</text></svg><svg width=\"31.25%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">une</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"15.625%\" y1=\"20px\" y2=\"48px\"/><svg width=\"68.75%\" x=\"31.25%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">nc</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">condition</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"65.625%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"72.4138%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"88.3065%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"52.3077%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"59.1623%\" y1=\"20px\" y2=\"48px\"/><svg width=\"3.66492%\" x=\"93.1937%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">.</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"95.0262%\" y1=\"20px\" y2=\"48px\"/><svg width=\"3.14136%\" x=\"96.8586%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"98.4293%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
+ "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:ev=\"http://www.w3.org/2001/xml-events\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" baseProfile=\"full\" height=\"312px\" preserveAspectRatio=\"xMidYMid meet\" style=\"font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;\" version=\"1.1\" viewBox=\"0,0,528.0,312.0\" width=\"528px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">SENT</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"7.57576%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"3.78788%\" y1=\"20px\" y2=\"48px\"/><svg width=\"10.6061%\" x=\"7.57576%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">--</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"12.8788%\" y1=\"20px\" y2=\"48px\"/><svg width=\"7.57576%\" x=\"18.1818%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">adj</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Pas</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"21.9697%\" y1=\"20px\" y2=\"48px\"/><svg width=\"54.5455%\" x=\"25.7576%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-MOD</text></svg><svg width=\"13.8889%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">un</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"6.94444%\" y1=\"20px\" y2=\"48px\"/><svg width=\"47.2222%\" x=\"13.8889%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">AP</text></svg><svg width=\"29.4118%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">adv</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">peu</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"14.7059%\" y1=\"20px\" y2=\"48px\"/><svg width=\"41.1765%\" x=\"29.4118%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">,</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/><svg width=\"29.4118%\" x=\"70.5882%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">v</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">dit</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"85.2941%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"37.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"38.8889%\" x=\"61.1111%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">PP</text></svg><svg width=\"28.5714%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">p</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">d'</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"14.2857%\" y1=\"20px\" y2=\"48px\"/><svg width=\"71.4286%\" x=\"28.5714%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">npp</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Artagnan</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"64.2857%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"80.5556%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"53.0303%\" y1=\"20px\" y2=\"48px\"/><svg width=\"10.6061%\" x=\"80.303%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">.</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"85.6061%\" y1=\"20px\" y2=\"48px\"/><svg width=\"9.09091%\" x=\"90.9091%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"95.4545%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1960,7 +1464,26 @@
{
"data": {
"image/svg+xml": [
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stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"2.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"7%\" x=\"5%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">--</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"8.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"10%\" x=\"12%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Pourquoi</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"17%\" y1=\"20px\" y2=\"48px\"/><svg width=\"7%\" x=\"22%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">,</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"25.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"8%\" x=\"29%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-MOD</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">npp</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Sire</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"33%\" y1=\"20px\" y2=\"48px\"/><svg width=\"7%\" x=\"37%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">?</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"40.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"9%\" x=\"44%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">v</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">demanda</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"48.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"34%\" x=\"53%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-MOD</text></svg><svg width=\"23.5294%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">npp</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Aramis</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"11.7647%\" y1=\"20px\" y2=\"48px\"/><svg width=\"76.4706%\" x=\"23.5294%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">PP-MOD</text></svg><svg width=\"23.0769%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">p</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">avec</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"11.5385%\" y1=\"20px\" y2=\"48px\"/><svg width=\"76.9231%\" x=\"23.0769%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP</text></svg><svg width=\"25%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">une</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"12.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"30%\" x=\"25%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">nc</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">voix</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"40%\" y1=\"20px\" y2=\"48px\"/><svg width=\"45%\" x=\"55%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">VPpart</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">vpp</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">altérée</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"77.5%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"61.5385%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"61.7647%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"70%\" y1=\"20px\" y2=\"48px\"/><svg width=\"7%\" x=\"87%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">.</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"90.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"6%\" x=\"94%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"97%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1979,7 +1502,7 @@
{
"data": {
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stroke=\"black\" x1=\"50%\" x2=\"70.8333%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"86.9565%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"54.902%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"41.2621%\" y1=\"20px\" y2=\"48px\"/><svg width=\"6.79612%\" x=\"66.0194%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">?</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"69.4175%\" y1=\"20px\" y2=\"48px\"/><svg width=\"4.85437%\" x=\"72.8155%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">v</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">dit</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"75.2427%\" y1=\"20px\" y2=\"48px\"/><svg width=\"9.70874%\" x=\"77.6699%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-MOD</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">npp</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Cromwell</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"82.5243%\" y1=\"20px\" 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+ "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:ev=\"http://www.w3.org/2001/xml-events\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" baseProfile=\"full\" height=\"312px\" preserveAspectRatio=\"xMidYMid meet\" style=\"font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;\" version=\"1.1\" viewBox=\"0,0,952.0,312.0\" width=\"952px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">SENT</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"4.20168%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" 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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1992,13 +1515,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 4\n"
+ "Tree depth: 8\n"
]
},
{
"data": {
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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2017,7 +1540,7 @@
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text-anchor=\"middle\" x=\"50%\" y=\"16px\">un</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"10.4167%\" y1=\"20px\" y2=\"48px\"/><svg width=\"79.1667%\" x=\"20.8333%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">PP</text></svg><svg width=\"21.0526%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">p</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">de</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"10.5263%\" y1=\"20px\" y2=\"48px\"/><svg width=\"78.9474%\" x=\"21.0526%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" 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text-anchor=\"middle\" x=\"50%\" y=\"16px\">cela</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"8%\" y1=\"20px\" y2=\"48px\"/><svg width=\"22%\" x=\"16%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">VN</text></svg><svg width=\"45.4545%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">adv</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ne</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"22.7273%\" y1=\"20px\" y2=\"48px\"/><svg width=\"54.5455%\" x=\"45.4545%\" y=\"48px\"><defs/><svg width=\"100%\" 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width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">VN</text></svg><svg width=\"23.0769%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">vinf</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">être</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"11.5385%\" y1=\"20px\" y2=\"48px\"/><svg width=\"26.9231%\" x=\"23.0769%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">vpp</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">faits</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line 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x=\"50%\" y=\"16px\"></s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"88.4615%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"74%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"53.7037%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"73.5294%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"66.4474%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
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y=\"16px\"><s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"2.27273%\" y1=\"20px\" y2=\"48px\"/><svg width=\"95.4545%\" x=\"4.54545%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-MOD</text></svg><svg width=\"5.71429%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">pro</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Vous</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"2.85714%\" y1=\"20px\" y2=\"48px\"/><svg width=\"5.71429%\" x=\"5.71429%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">v</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">avez</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"8.57143%\" y1=\"20px\" y2=\"48px\"/><svg width=\"5.71429%\" x=\"11.4286%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">adv</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">donc</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"14.2857%\" y1=\"20px\" y2=\"48px\"/><svg width=\"8.57143%\" x=\"17.1429%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">vpp</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">entendu</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"21.4286%\" y1=\"20px\" y2=\"48px\"/><svg width=\"5.71429%\" x=\"25.7143%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">vinf</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">dire</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"28.5714%\" y1=\"20px\" y2=\"48px\"/><svg width=\"68.5714%\" x=\"31.4286%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-OBJ</text></svg><svg width=\"6.94444%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">un</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"3.47222%\" y1=\"20px\" y2=\"48px\"/><svg width=\"11.1111%\" x=\"6.94444%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">nc</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">secret</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"12.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"9.72222%\" x=\"18.0556%\" y=\"48px\"><defs/><svg 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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2030,13 +1553,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 11\n"
]
},
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+ "Tree depth: 7\n"
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+ ],
+ "text/plain": [
+ "<IPython.core.display.SVG object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "✅ All results written to /home/tatiana.bladier/compo-text-eval/tania_scripts/analysis_report_lp_generated_temp_0.7_all_data_73m_tok_positional_const-epoch-5-val_loss-4.94.pt_500.html\n"
]
}
],
@@ -2125,15 +1667,23 @@
"excepts = []\n",
"html_lines.append('<h2>Constituency Parse Trees</h2>')\n",
"\n",
+ "tree_depth = []\n",
+ "\n",
"for triple_str in triple_strings:\n",
" try:\n",
- " svg_output = visualize_const_prediction(triple_str)\n",
+ " svg_output, depth = visualize_const_prediction(triple_str)\n",
+ " tree_depth.append(depth)\n",
" html_lines.append('<div style=\"margin-bottom: 40px;\">')\n",
" html_lines.append(svg_output)\n",
" html_lines.append('</div>')\n",
" except Exception as e:\n",
" excepts.append(triple_str)\n",
"\n",
+ "avg_tree_depth = sum(tree_depth) / len(tree_depth) \n",
+ "\n",
+ "html_lines.append(f'<p>Avg tree depth: {(avg_tree_depth):.2f}</p>')\n",
+ "\n",
+ "\n",
"html_lines.append('<h2>Sentences Without a Tree</h2>')\n",
"html_lines.append(f'<p>Number of exceptions: {len(excepts)}</p>')\n",
"\n",
diff --git a/tania_scripts/analysis_report_lp_generated_temp_0.7_all_data_73m_tok_macro_positional_const-epoch-4-train_loss-4.76-val_loss-4.99.pt_500.html b/tania_scripts/analysis_report_lp_generated_temp_0.7_all_data_73m_tok_macro_positional_const-epoch-4-train_loss-4.76-val_loss-4.99.pt_500.html
new file mode 100644
index 0000000..8679733
--- /dev/null
+++ b/tania_scripts/analysis_report_lp_generated_temp_0.7_all_data_73m_tok_macro_positional_const-epoch-4-train_loss-4.76-val_loss-4.99.pt_500.html
@@ -0,0 +1,133 @@
+<html>
+<head><meta charset="UTF-8"><title>Analysis Report</title><style>body {text-decoration: none;}del, s {text-decoration: none !important;}</style></head>
+<body>
+<h3>lp_generated_temp_0.7_all_data_73m_tok_macro_positional_const-epoch-4-train_loss-4.76-val_loss-4.99.pt_500</h3>
+<h2>FILE TEXT</h2>
+<p><s> à le revoir , et la reine . </s> <s> Le roi reconnut le parlement , et le roi fit un mouvement pour lui suivre sa sortie de le roi , et la reine la donna . </s> <s> À le moment où il était le grand visage ironique , le suivit de les deux jeunes gens qui avaient le sang à lui demander . </s> <s> Le cardinal était chez lui , la clef était prête ; </s> <s> le roi fit un signe de tête . </s> <s> La réponse était levée à la place de le roi . </s> <s> Il s' était donc prêt à se faire voir . </s> <s> La porte s' ouvrit . </s> <s> Qu' était -il , qu' il était à son tour en vue ? </s> <s> Il avait vu le même instant d' un geste qui l' attendait d' un feu . </s> <s> -- Qui ! dit -elle . </s> <s> -- Monsieur , il me semble , que de vous , vous allez ! </s> <s> -- Oh ! dit Athos , je ne l' ai pas jamais entendu dire . </s> <s> -- Oh ! oui , non , je vous jure ! </s> <s> -- C'est-à-dire ? </s> <s> -- Oui , je vous le répète , je vous le demande . </s> <s> Ce mouvement , d' Artagnan donna un cheval à le corridor . </s> <s> D' Artagnan avait presque le premier , il ne voulait pas aller chercher à la place où il avait dit . </s> <s> Le carrosse était un homme d' un quart d' heure , et la reine mère était placée sur un fauteuil . </s> <s> Il avait mis la parole de d' Artagnan . </s> <s> Le roi ne pouvait point boire à la porte même marche . </s> <s> -- </s> <s> -- Ah ! c' est vrai , dit d' Artagnan . </s> <s> -- Que Votre Majesté m' ordonnera ainsi ? </s> <s> -- Oui , monsieur , dit Mazarin ; </s> <s> -- Oh ! dit Porthos , vous n' avez pas besoin de lui . </s> <s> -- Voyons , moi ! </s> <s> -- C' est bien aise de nous . </s> <s> -- Et vous pouvez vous quitter , monsieur , vous me l' avez tué . </s> <s> Et il prit par un genou . </s> <s> -- un brave homme , dit d' Artagnan , il est tout prêt . </s> <s> -- Et vous pouvez le rassurer ? </s> <s> -- Oui , dit Porthos . </s> <s> -- J' ai entendu parler , et je vous réponds que vous soyez peu . </s> <s> Allons , monsieur , Mayenne , et je le dirai même ; </s> <s> -- Ah ! mon Dieu ! murmura -t -il en se grattant le seuil . </s> </p>
+<h2>Type/Token Ratio</h2><p>0.389</p>
+<h2>POS-based TTR</h2>
+<p>Verb TTR: 0.704</p>
+<p>Noun TTR: 0.671</p>
+<h2>Nominal/Verb Ratios</h2>
+<p>Nominal/Verb Ratio: 1.41</p>
+<p>Verb/Nominal Ratio: 0.71</p>
+<p>Adverb/Verb Ratio: 0.52</p>
+<p>Adj+Noun/Verb Ratio: 1.69</p>
+<h2>French Readability</h2>
+<p>{'Flesch-Douma': 97.16, 'LIX': 20.5, 'Kandel-Moles': 166.6}</p>
+<h2>Average Lengths</h2>
+<p>{'Average Word Length': 3.95, 'Average Sentence Length': 12.17}</p>
+<h2>POS Frequencies</h2>
+<p>Verb: 0.15</p>
+<p>Noun: 0.22</p>
+<p>Adjective: 0.04</p>
+<p>Adverb: 0.08</p>
+<h2>MSTTR</h2>
+<p>0.55</p>
+<h2>BZIP Compression Ratio</h2>
+<p>0.41</p>
+<h2>Word Entropy</h2>
+<p>6.04</p>
+<h2>Bigram Entropy</h2>
+<p>7.83</p>
+<h2>Constituency Parse Trees</h2>
+<div style="margin-bottom: 40px;">
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/></svg><line stroke="black" x1="50%" x2="76.3636%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="53.3898%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="60.1351%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="61.4583%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="49.5868%" y1="20px" y2="48px" /><svg width="5.78512%" x="89.2562%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">.</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="92.1488%" y1="20px" y2="48px" /><svg width="4.95868%" x="95.0413%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="97.5207%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg>
+</div>
+<div style="margin-bottom: 40px;">
+<svg baseProfile="full" height="312px" preserveAspectRatio="xMidYMid meet" style="font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;" version="1.1" viewBox="0,0,808.0,312.0" width="808px" xmlns="http://www.w3.org/2000/svg" xmlns:ev="http://www.w3.org/2001/xml-events" xmlns:xlink="http://www.w3.org/1999/xlink"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">SENT</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"><s></text></svg><svg width="4.9505%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"><s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"><s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line 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/><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">npp</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Mayenne</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="7.03125%" y1="20px" y2="48px" /><svg width="10.9375%" x="14.0625%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">,</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="19.5312%" y1="20px" y2="48px" /><svg width="75%" x="25%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">COORD</text></svg><svg width="8.33333%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">cc</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">et</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="4.16667%" y1="20px" y2="48px" /><svg width="64.5833%" x="8.33333%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">VN</text></svg><svg width="29.0323%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">cls-suj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">je</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="14.5161%" y1="20px" y2="48px" /><svg width="29.0323%" 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y="16px">adv</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">même</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="90.3226%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="40.625%" y1="20px" y2="48px" /><svg width="14.5833%" x="72.9167%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">;</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="80.2083%" y1="20px" y2="48px" /><svg width="12.5%" x="87.5%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="93.75%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="62.5%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="68.3168%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg>
+</div>
+<p>Avg tree depth: 7.17</p>
+<h2>Sentences Without a Tree</h2>
+<p>Number of exceptions: 7</p>
+<ul>
+<li><pre><s> <s> <s> 6<br>à p PP@@<nul> 6<br>le det NP@@<nul> 7<br>revoir vinf <nul>@@<nul> 8<br>, ponct <nul>@@<nul> 1<br>et cc COORD@@<nul> 1<br>la det NP-SUJ@@<nul> 2<br>reine nc <nul>@@<nul> 3<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 3<br>le det NP-OBJ@@<nul> 3<br>roi nc <nul>@@<nul> 4<br>fit v VN@@<nul> 4<br>un det NP-OBJ@@VPpart 5<br>signe nc <nul>@@<nul> 6<br>de p PP@@<nul> 6<br>tête nc NP@@<nul> 7<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 2<br>Qu' cs Ssub-OBJ@@<nul> 2<br>était v <nul>@@<nul> 2<br>-il cls-suj VN@@Sint 2<br>, ponct <nul>@@<nul> 3<br>qu' cs <nul>@@<nul> 3<br>il cls-suj <nul>@@<nul> 3<br>était v <nul>@@<nul> 3<br>à p PP-A_OBJ@@<nul> 1<br>son det NP@@<nul> 2<br>tour nc <nul>@@<nul> 3<br>en p PP@@<nul> 3<br>vue nc NP@@<nul> 4<br>? ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 4<br>-- ponct <nul>@@<nul> 4<br>Oh npp <nul>@@<nul> 4<br>! ponct <nul>@@<nul> 4<br>dit v <nul>@@<nul> 4<br>Athos npp NP-SUJ@@Sint 4<br>, ponct <nul>@@<nul> 5<br>je cls-suj VN@@<nul> 2<br>ne adv <nul>@@<nul> 3<br>l' clo-obj <nul>@@<nul> 3<br>ai v <nul>@@<nul> 3<br>pas adv <nul>@@Sint 3<br>jamais adv <nul>@@<nul> 3<br>entendu vpp <nul>@@<nul> 3<br>dire vinf VN@@<nul> 3<br>. ponct <nul>@@<nul> 4<br></s> </s> </s> 4<br></pre></li>
+<li><pre><s> <s> <s> 4<br>-- ponct <nul>@@<nul> 4<br>Oh npp <nul>@@<nul> 4<br>! ponct <nul>@@<nul> 0<br>oui adv <nul>@@<nul> 0<br>, ponct <nul>@@<nul> 0<br>non adv <nul>@@<nul> 0<br>, ponct <nul>@@<nul> 0<br>je cls-suj VN@@<nul> 0<br>vous clo <nul>@@<nul> 1<br>jure v <nul>@@<nul> 1<br>! ponct <nul>@@<nul> 1<br></s> </s> </s> 1<br></pre></li>
+<li><pre><s> <s> <s> 2<br>Et cc COORD@@<nul> 2<br>il cls-suj VN@@<nul> 3<br>prit v <nul>@@<nul> 4<br>par p PP-P_OBJ@@Sint 4<br>un det NP@@<nul> 5<br>genou nc <nul>@@<nul> 6<br>. ponct <nul>@@<nul> 2<br></s> </s> </s> 2<br></pre></li>
+<li><pre><s> <s> <s> 3<br>-- ponct <nul>@@<nul> 2<br>Ah adj <nul>@@<nul> 1<br>! ponct <nul>@@<nul> 0<br>mon det NP-MOD@@<nul> 0<br>Dieu nc <nul>@@<nul> 1<br>! ponct <nul>@@<nul> 0<br>murmura v <nul>@@<nul> 0<br>-t vinf <nul>@@<nul> 0<br>-il cls VN@@<nul> 0<br>en clo <nul>@@<nul> 1<br>se clr <nul>@@<nul> 1<br>grattant vinf <nul>@@<nul> 1<br>le det NP-OBJ@@Sint-MOD 1<br>seuil nc <nul>@@<nul> 2<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+</ul>
+</body></html>
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+<html>
+<head><meta charset="UTF-8"><title>Analysis Report</title><style>body {text-decoration: none;}del, s {text-decoration: none !important;}</style></head>
+<body>
+<h3>lp_generated_temp_0.7_all_data_73m_tok_macrornn_positional_const-epoch-8-train_loss-4.61-val_loss-5.09.pt_500</h3>
+<h2>FILE TEXT</h2>
+<p>mais que le mousquetaire , en avait entendu . </s> <s> C' était donc à le premier ministre de les compagnons de les coups d' une façon moins délié que vous lui rendre . </s> <s> — Bien , continua d' Artagnan , je ne garderais juste pas en avant , monsieur de le moins de le moins pur de les autres . </s> <s> -- Je les honneurs de les ailes de les plus belles de les soldats , dit d' Artagnan ; </s> <s> -- Je les honneurs de les ailes de les plus belles de les soldats , dit d' Artagnan ; vous le connaîtrez l' air d' Artagnan . </s> <s> Mordaunt comprit que ces paroles n' était pas ; </s> <s> il voulut lui répondre : il était assis . </s> <s> Je la tête à le milieu de les deux ennemis , et se retournant . </s> <s> Pendant , toute l' un de les deux laquais , joyeux de les coups de les rats . </s> <s> À le moins de les hommes les uns de les autres , les autres engagées dans les rues en suivant . </s> <s> Ils s' écartèrent , les mêmes de les hommes , qui , malgré lui , sous de les deux ou plutôt qu' ils devaient en tirer l' esprit de les gens . </s> <s> Athos , à l' oeil de les plus fidèles . </s> <s> La curiosité l' oeil de le comte , qui lui dit à le lieu d' Artagnan , et Mordaunt s' inclina . </s> <s> En même temps , d' Artagnan parut , et poussa un grand cri . </s> <s> naïf homme à le contraire , d' Artagnan n' avait pas fait une faute ou plutôt ayant envie de fuir . </s> <s> D' Artagnan , un de les deux ou plutôt qui n' avait pas en danger . </s> <s> Cromwell , en se trouvant sous le poids , et l' avait su que le peuple . </s> <s> Le mousquetaire fut donc à Mordaunt . </s> <s> On se redressa . </s> <s> -- Qu' y a -t -il encore ? demanda -t -il . </s> <s> -- Votre Honneur ne le risque de sortir . </s> <s> n' essaya même qu' un seul coup d' officier , qui ne répondit que par un seul mot . </s> <s> -- Allons à le moins de les hommes , le cas où est le même que le roi , mais que nous . </s> <s> habitué à les deux gros dos l' un peu d' Artagnan , qui n' osait faire de les nouvelles qu' il allait se rendre . </s> <s> l' un de les deux ou quatre hommes , et un peu à son tour se répand dans les paroles de les hommes . </s> <s> Lucius nous sommes obligés de le plus profond respect , et vous en est -il toujours aussi puissant que nous qui l' a l' air d' un danger pareil , vous ? </s> </p>
+<h2>Type/Token Ratio</h2><p>0.389</p>
+<h2>POS-based TTR</h2>
+<p>Verb TTR: 0.704</p>
+<p>Noun TTR: 0.671</p>
+<h2>Nominal/Verb Ratios</h2>
+<p>Nominal/Verb Ratio: 1.41</p>
+<p>Verb/Nominal Ratio: 0.71</p>
+<p>Adverb/Verb Ratio: 0.52</p>
+<p>Adj+Noun/Verb Ratio: 1.69</p>
+<h2>French Readability</h2>
+<p>{'Flesch-Douma': 89.17, 'LIX': 29.75, 'Kandel-Moles': 187.79}</p>
+<h2>Average Lengths</h2>
+<p>{'Average Word Length': 3.95, 'Average Sentence Length': 12.17}</p>
+<h2>POS Frequencies</h2>
+<p>Verb: 0.15</p>
+<p>Noun: 0.22</p>
+<p>Adjective: 0.04</p>
+<p>Adverb: 0.08</p>
+<h2>MSTTR</h2>
+<p>0.54</p>
+<h2>BZIP Compression Ratio</h2>
+<p>0.42</p>
+<h2>Word Entropy</h2>
+<p>6.23</p>
+<h2>Bigram Entropy</h2>
+<p>7.89</p>
+<h2>Constituency Parse Trees</h2>
+<div style="margin-bottom: 40px;">
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stroke="black" x1="50%" x2="17.3729%" y1="20px" y2="48px" /><svg width="2.9661%" x="29.2373%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">,</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="30.7203%" y1="20px" y2="48px" /><svg width="67.7966%" x="32.2034%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">COORD</text></svg><svg width="2.5%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">cc</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">et</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="1.25%" y1="20px" y2="48px" /><svg width="97.5%" x="2.5%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Sint</text></svg><svg width="16.6667%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">VN</text></svg><svg width="34.6154%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">cls-suj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">vous</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="17.3077%" y1="20px" y2="48px" /><svg width="46.1538%" x="34.6154%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">clo-de_obj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">en</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="57.6923%" y1="20px" y2="48px" /><svg width="19.2308%" x="80.7692%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">v</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">est</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="90.3846%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="8.33333%" y1="20px" y2="48px" /><svg width="3.20513%" x="16.6667%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">pro</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">-il</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="18.2692%" y1="20px" y2="48px" /><svg width="6.41026%" x="19.8718%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">adv</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">toujours</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="23.0769%" y1="20px" y2="48px" /><svg width="4.48718%" x="26.2821%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">adv</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">aussi</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="28.5256%" y1="20px" y2="48px" /><svg width="6.41026%" x="30.7692%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">adv</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">puissant</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="33.9744%" y1="20px" y2="48px" /><svg width="44.2308%" x="37.1795%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Ssub-OBJ</text></svg><svg width="7.24638%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">cs</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">que</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="3.62319%" y1="20px" y2="48px" /><svg width="92.7536%" x="7.24638%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Sint</text></svg><svg width="45.3125%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">VN</text></svg><svg width="31.0345%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">cls-suj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">nous</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="15.5172%" y1="20px" y2="48px" /><svg width="27.5862%" x="31.0345%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">prorel</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">qui</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="44.8276%" y1="20px" y2="48px" /><svg width="31.0345%" x="58.6207%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">clo-obj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">l'</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="74.1379%" y1="20px" y2="48px" /><svg width="10.3448%" x="89.6552%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">v</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">a</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="94.8276%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="22.6562%" y1="20px" y2="48px" /><svg width="54.6875%" x="45.3125%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP-OBJ</text></svg><svg width="14.2857%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">det</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">l'</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="7.14286%" y1="20px" y2="48px" /><svg width="14.2857%" x="14.2857%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">nc</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">air</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="21.4286%" y1="20px" y2="48px" /><svg width="71.4286%" x="28.5714%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">PP</text></svg><svg width="16%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">p</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">d'</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="8%" y1="20px" y2="48px" /><svg width="84%" x="16%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP</text></svg><svg width="23.8095%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">det</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">un</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="11.9048%" y1="20px" y2="48px" /><svg width="38.0952%" x="23.8095%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">nc</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">danger</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="42.8571%" y1="20px" y2="48px" /><svg width="38.0952%" x="61.9048%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">AP</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">adj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">pareil</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="80.9524%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="58%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="64.2857%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="72.6562%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="53.6232%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="59.2949%" y1="20px" y2="48px" /><svg width="4.48718%" x="81.4103%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">,</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="83.6538%" y1="20px" y2="48px" /><svg width="14.1026%" x="85.8974%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">VN</text></svg><svg width="40.9091%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">cls-suj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">vous</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="20.4545%" y1="20px" y2="48px" /><svg width="31.8182%" x="40.9091%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">?</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="56.8182%" y1="20px" y2="48px" /><svg width="27.2727%" x="72.7273%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="86.3636%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="92.9487%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="51.25%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="66.1017%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg>
+</div>
+<p>Avg tree depth: 9.06</p>
+<h2>Sentences Without a Tree</h2>
+<p>Number of exceptions: 10</p>
+<ul>
+<li><pre>mais cc COORD@@<nul> 5<br>que cs Ssub@@<nul> 6<br>le det NP-SUJ@@<nul> 7<br>mousquetaire nc <nul>@@<nul> 8<br>, ponct <nul>@@Sint 8<br>en p PP-MOD@@<nul> 8<br>avait v VN@@<nul> 9<br>entendu vpp <nul>@@<nul> 10<br>. ponct <nul>@@<nul> 10<br></s> </s> </s> 10<br></pre></li>
+<li><pre><s> <s> <s> 10<br>C' cls-suj VN@@<nul> 10<br>était v <nul>@@<nul> 11<br>donc adv <nul>@@<nul> 11<br>à p PP-A_OBJ@@<nul> 11<br>le det NP@@<nul> 12<br>premier adj <nul>@@<nul> 13<br>ministre nc <nul>@@<nul> 13<br>de p PP@@<nul> 13<br>les det NP@@<nul> 14<br>compagnons nc <nul>@@<nul> 15<br>de p PP@@<nul> 15<br>les det NP@@<nul> 16<br>coups nc <nul>@@<nul> 17<br>d' p PP@@<nul> 17<br>une det NP@@<nul> 18<br>façon nc <nul>@@<nul> 19<br>moins adv AP@@<nul> 19<br>délié adj <nul>@@<nul> 20<br>que cs Ssub-OBJ@@<nul> 11<br>vous cls-suj VN@@<nul> 12<br>lui clo-a_obj <nul>@@<nul> 13<br>rendre v <nul>@@<nul> 13<br>. ponct <nul>@@Sint 13<br></s> </s> </s> 10<br></pre></li>
+<li><pre><s> <s> <s> 10<br>— nc <nul>@@<nul> 10<br>Bien adv <nul>@@<nul> 10<br>, ponct <nul>@@<nul> 8<br>continua v VN@@<nul> 8<br>d' p PP-DE_OBJ@@<nul> 8<br>Artagnan npp NP@@<nul> 9<br>, ponct <nul>@@<nul> 8<br>je cls-suj VN@@<nul> 8<br>ne adv <nul>@@<nul> 9<br>garderais v <nul>@@<nul> 9<br>juste adv <nul>@@<nul> 1<br>pas adv <nul>@@<nul> 1<br>en p PP-MOD@@<nul> 1<br>avant adv <nul>@@<nul> 2<br>, ponct <nul>@@<nul> 1<br>monsieur adj AP-ATS@@<nul> 1<br>de p PP@@<nul> 2<br>le det NP@@<nul> 3<br>moins adv <nul>@@<nul> 4<br>de p PP@@<nul> 4<br>le det NP@@<nul> 5<br>moins adv AP@@<nul> 6<br>pur adj <nul>@@<nul> 7<br>de p PP@@<nul> 6<br>les det NP@@<nul> 7<br>autres adj <nul>@@<nul> 8<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 4<br>il cls-suj P+@@<nul> 4<br>voulut v <nul>@@<nul> 5<br>lui pro NP@@PP 5<br>répondre vinf <nul>@@<nul> 6<br>: ponct <nul>@@<nul> 3<br>il cls-suj VN@@<nul> 3<br>était v <nul>@@<nul> 4<br>assis vpp <nul>@@<nul> 4<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 4<br>Athos npp NP-OBJ@@<nul> 3<br>, ponct <nul>@@<nul> 4<br>à p PP@@<nul> 4<br>l' det NP@@<nul> 5<br>oeil nc <nul>@@<nul> 6<br>de p PP@@<nul> 6<br>les det NP@@<nul> 7<br>plus adv AP@@<nul> 8<br>fidèles adj <nul>@@<nul> 9<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 4<br>En p PP-MOD@@<nul> 4<br>même adj NP@@<nul> 5<br>temps nc <nul>@@<nul> 6<br>, ponct <nul>@@<nul> 4<br>d' p PP@@<nul> 3<br>Artagnan npp NP@@<nul> 4<br>parut v <nul>@@<nul> 5<br>, ponct <nul>@@<nul> 1<br>et cc COORD@@<nul> 1<br>poussa v NP@@<nul> 2<br>un det NP@@<nul> 3<br>grand adj <nul>@@<nul> 4<br>cri nc <nul>@@<nul> 4<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 6<br>D' p PP@@<nul> 7<br>Artagnan npp NP@@<nul> 8<br>, ponct <nul>@@<nul> 2<br>un det NP-SUJ@@<nul> 2<br>de p PP@@<nul> 3<br>les det NP@@<nul> 4<br>deux adj <nul>@@<nul> 5<br>ou cc COORD@@<nul> 5<br>plutôt adv <nul>@@<nul> 6<br>qui prorel NP-SUJ@@<nul> 5<br>n' adv VN@@Srel 6<br>avait v <nul>@@<nul> 7<br>pas adv <nul>@@<nul> 7<br>en p ADV+@@<nul> 6<br>danger nc <nul>@@<nul> 7<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 3<br>-- ponct <nul>@@<nul> 3<br>Votre adj NP@@<nul> 3<br>Honneur nc <nul>@@<nul> 4<br>ne adv VN@@<nul> 4<br>le clo-obj <nul>@@<nul> 5<br>risque v <nul>@@<nul> 5<br>de p PP-DE_OBJ@@VPpart 5<br>sortir vinf VN@@<nul> 6<br>. ponct <nul>@@VPinf 7<br></s> </s> </s> 7<br></pre></li>
+<li><pre><s> <s> <s> 7<br>n' adv VN@@<nul> 7<br>essaya v <nul>@@<nul> 8<br>même adv <nul>@@<nul> 8<br>qu' adv Ssub-OBJ@@<nul> 7<br>un det NP-SUJ@@<nul> 8<br>seul adj <nul>@@<nul> 9<br>coup nc <nul>@@<nul> 9<br>d' p PP@@<nul> 9<br>officier nc NP@@<nul> 10<br>, ponct <nul>@@<nul> 9<br>qui prorel NP-SUJ@@<nul> 9<br>ne adv VN@@Srel 10<br>répondit v <nul>@@<nul> 11<br>que adv Ssub-OBJ@@<nul> 10<br>par p PP@@<nul> 11<br>un det NP@@<nul> 12<br>seul adj <nul>@@<nul> 13<br>mot nc <nul>@@<nul> 13<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 8<br>habitué vpp <nul>@@<nul> 8<br>à p PP-A_OBJ@@<nul> 2<br>les det NP@@<nul> 3<br>deux adj <nul>@@<nul> 4<br>gros adj <nul>@@<nul> 4<br>dos nc <nul>@@<nul> 4<br>l' det NP-OBJ@@<nul> 2<br>un pro <nul>@@<nul> 3<br>peu adv AP@@<nul> 3<br>d' p PP@@<nul> 4<br>Artagnan npp NP@@<nul> 5<br>, ponct <nul>@@<nul> 2<br>qui prorel NP-SUJ@@<nul> 1<br>n' adv VN@@Srel 2<br>osait v <nul>@@<nul> 3<br>faire vinf VN@@<nul> 2<br>de p PP-DE_OBJ@@VPinf-OBJ 3<br>les det NP@@<nul> 4<br>nouvelles adj <nul>@@<nul> 5<br>qu' cs NP-OBJ@@<nul> 5<br>il cls-suj VN@@Srel 6<br>allait v <nul>@@<nul> 7<br>se clr VPinf-OBJ::VN@@<nul> 6<br>rendre vinf <nul>@@<nul> 7<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+</ul>
+</body></html>
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+<html>
+<head><meta charset="UTF-8"><title>Analysis Report</title><style>body {text-decoration: none;}del, s {text-decoration: none !important;}</style></head>
+<body>
+<h3>lp_generated_temp_0.7_all_data_73m_tok_pos_macro_positional_const-epoch-8-train_loss-4.3-val_loss-4.9.pt_500</h3>
+<h2>FILE TEXT</h2>
+<p><s> une attaque de la mort , et il fit feu d' un seul instant de doute , où était son affaire de feu dans la nuit . </s> <s> Mais il n' avait pas encore été vue , il se doutait de son escorte aussi avec ses titres . </s> <s> Les négociations demandèrent un signal . </s> <s> -- Acté ! dit l' esclave en lui passant , et elle ne le retrouvera pas . </s> <s> -- le roi , mais il n' est pas très beau , on ne peut pas être de ceux qui commencent le commandement . </s> <s> Il fallut donc se passer dans l' allégresse : le roi n' est pas un caractère pareil à le roi . </s> <s> -- le roi ! dit -il . </s> <s> Ah ! pour cela , mon ami , il faut nous servir pour nous , nous sommes seuls . </s> <s> -- Ami , nous avons vu arrêter le roi , nous n' avons pas encore besoin de nous . </s> <s> Nous avons donc nos amis comme nous l' avons vu rôtir et de leur côté . </s> <s> Vous le voulez bien , sire ? </s> <s> -- Je le crois bien . </s> <s> -- Messieurs , nous avons entendu nos amis , et nous aurons le bonheur de nous . </s> <s> En effet , le jour de le roi , de leur côté , et nous nous connaissons en retraite . </s> <s> D' Artagnan était sorti . </s> <s> D' Artagnan le regardait avec étonnement , ce qui prouvait que le roi ne remarquât point son regard de l' éclair qui se hasarda contre la chose . </s> <s> Athos et Porthos l' avaient l' air d' être surpris . </s> <s> -- Juxon , Aramis , Aramis et Porthos , Porthos aussi . </s> <s> La conversation de l' autre , Athos descendit rapidement en haut en bas de son cheval et tira un papier rapide . </s> <s> Comme il l' avait dit , un peu étourdi de joie , son épée . </s> <s> Porthos s' était donc pris , les quatre amis et Athos leur chef les deux amis , l' un à l' autre l' autre . </s> <s> de les deux amis , à le détour d' une lampe , s' arrêta devant la bouche même de l' autre . </s> <s> -- - Vous le comprenez , Athos . </s> <s> Juxon , et Mordaunt s' en était endormi sur son visage et qu' il avait l' air le roi . </s> <s> -- le contraire , et l' espérance est , ce me semble bien . </s> <s> -- Je l' ai vu . </s> <s> -- </s> <s> Ce qu' il est important pour que nous , nous ne saurons rien . </s> <s> -- Porthos . </s> </p>
+<h2>Type/Token Ratio</h2><p>0.389</p>
+<h2>POS-based TTR</h2>
+<p>Verb TTR: 0.704</p>
+<p>Noun TTR: 0.671</p>
+<h2>Nominal/Verb Ratios</h2>
+<p>Nominal/Verb Ratio: 1.41</p>
+<p>Verb/Nominal Ratio: 0.71</p>
+<p>Adverb/Verb Ratio: 0.52</p>
+<p>Adj+Noun/Verb Ratio: 1.69</p>
+<h2>French Readability</h2>
+<p>{'Flesch-Douma': 89.25, 'LIX': 23.8, 'Kandel-Moles': 175.92}</p>
+<h2>Average Lengths</h2>
+<p>{'Average Word Length': 3.95, 'Average Sentence Length': 12.17}</p>
+<h2>POS Frequencies</h2>
+<p>Verb: 0.15</p>
+<p>Noun: 0.22</p>
+<p>Adjective: 0.04</p>
+<p>Adverb: 0.08</p>
+<h2>MSTTR</h2>
+<p>0.57</p>
+<h2>BZIP Compression Ratio</h2>
+<p>0.42</p>
+<h2>Word Entropy</h2>
+<p>6.29</p>
+<h2>Bigram Entropy</h2>
+<p>8.06</p>
+<h2>Constituency Parse Trees</h2>
+<div style="margin-bottom: 40px;">
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y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">v</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">est</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="82.1429%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="16.4835%" y1="20px" y2="48px" /><svg width="12.0879%" x="24.1758%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">AP-ATS</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">adj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">important</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="30.2198%" y1="20px" y2="48px" /><svg width="63.7363%" x="36.2637%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">PP-MOD</text></svg><svg width="10.3448%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">p</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">pour</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="5.17241%" y1="20px" y2="48px" /><svg width="8.62069%" x="10.3448%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">cs</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">que</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="14.6552%" y1="20px" y2="48px" /><svg width="81.0345%" x="18.9655%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Sint</text></svg><svg width="82.9787%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">VN</text></svg><svg width="23.0769%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">cls-suj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">nous</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="11.5385%" y1="20px" y2="48px" /><svg width="17.9487%" x="23.0769%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">,</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="32.0513%" y1="20px" y2="48px" /><svg width="23.0769%" x="41.0256%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">cls-suj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">nous</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="52.5641%" y1="20px" y2="48px" /><svg width="12.8205%" x="64.1026%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">adv</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ne</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="70.5128%" y1="20px" y2="48px" /><svg width="23.0769%" x="76.9231%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">v</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">saurons</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="88.4615%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="41.4894%" y1="20px" y2="48px" /><svg width="17.0213%" x="82.9787%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP-OBJ</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">pro</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">rien</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="91.4894%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="59.4828%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="68.1319%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="52.6042%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="52.4752%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="44.2982%" y1="20px" y2="48px" /><svg width="6.14035%" x="88.5965%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">.</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="91.6667%" y1="20px" y2="48px" /><svg width="5.26316%" x="94.7368%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="97.3684%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg>
+</div>
+<div style="margin-bottom: 40px;">
+<svg baseProfile="full" height="216px" preserveAspectRatio="xMidYMid meet" style="font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;" version="1.1" viewBox="0,0,272.0,216.0" width="272px" xmlns="http://www.w3.org/2000/svg" xmlns:ev="http://www.w3.org/2001/xml-events" xmlns:xlink="http://www.w3.org/1999/xlink"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">SENT</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"><s></text></svg><svg width="14.7059%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"><s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"><s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="7.35294%" y1="20px" y2="48px" /><svg width="20.5882%" x="14.7059%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">--</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="25%" y1="20px" y2="48px" /><svg width="26.4706%" x="35.2941%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP-MOD</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">npp</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Porthos</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="48.5294%" y1="20px" y2="48px" /><svg width="20.5882%" x="61.7647%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">.</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="72.0588%" y1="20px" y2="48px" /><svg width="17.6471%" x="82.3529%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="91.1765%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg>
+</div>
+<p>Avg tree depth: 7.52</p>
+<h2>Sentences Without a Tree</h2>
+<p>Number of exceptions: 8</p>
+<ul>
+<li><pre><s> <s> <s> 6<br>une det NP-OBJ@@<nul> 6<br>attaque nc <nul>@@<nul> 7<br>de p PP@@<nul> 7<br>la det NP@@<nul> 8<br>mort nc <nul>@@<nul> 9<br>, ponct <nul>@@<nul> 7<br>et cc COORD@@<nul> 7<br>il cls-suj VN@@<nul> 8<br>fit v <nul>@@<nul> 9<br>feu nc <nul>@@<nul> 6<br>d' p PP@@<nul> 6<br>un det NP@@<nul> 7<br>seul adj <nul>@@<nul> 8<br>instant nc <nul>@@<nul> 8<br>de p PP@@<nul> 8<br>doute nc NP@@<nul> 9<br>, ponct <nul>@@<nul> 3<br>où prorel NP-MOD@@<nul> 3<br>était v VN@@Srel-MOD 4<br>son det NP-ATS@@<nul> 4<br>affaire nc <nul>@@<nul> 5<br>de p PP@@<nul> 5<br>feu nc NP@@<nul> 6<br>dans p PP-MOD@@<nul> 3<br>la det NP@@<nul> 4<br>nuit nc <nul>@@<nul> 5<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 3<br>Ah nc <nul>@@Sint-MOD 3<br>! ponct <nul>@@<nul> 0<br>pour p PP-MOD@@<nul> 0<br>cela pro NP@@<nul> 1<br>, ponct <nul>@@<nul> 1<br>mon det NP@@<nul> 1<br>ami nc <nul>@@<nul> 2<br>, ponct <nul>@@<nul> 1<br>il cls-suj VN@@<nul> 1<br>faut v <nul>@@<nul> 2<br>nous pro VN@@Sint 2<br>servir vinf <nul>@@<nul> 3<br>pour p PP-MOD@@VPinf-OBJ 3<br>nous pro VN@@<nul> 4<br>, ponct <nul>@@<nul> 5<br>nous cls-suj <nul>@@<nul> 5<br>sommes v <nul>@@<nul> 5<br>seuls adj AP-ATS@@Sint 5<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 5<br>Nous cls-suj VN@@<nul> 5<br>avons v <nul>@@<nul> 6<br>donc adv <nul>@@VPinf-OBJ 6<br>nos det NP-OBJ@@<nul> 6<br>amis nc <nul>@@<nul> 7<br>comme p PP-MOD@@<nul> 6<br>nous cls-suj VN@@<nul> 7<br>l' clo-obj <nul>@@<nul> 8<br>avons v <nul>@@<nul> 8<br>vu vpp <nul>@@<nul> 8<br>rôtir vinf VN@@<nul> 8<br>et cc COORD@@VPinf-OBJ 8<br>de p PP@@<nul> 9<br>leur det NP@@<nul> 10<br>côté nc <nul>@@<nul> 11<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 3<br>D' p PP-DE_OBJ@@<nul> 2<br>Artagnan npp NP@@<nul> 3<br>était v VN@@<nul> 1<br>sorti vpp <nul>@@<nul> 2<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 3<br>-- ponct <nul>@@<nul> 3<br>Juxon npp <nul>@@<nul> 3<br>, ponct <nul>@@<nul> 3<br>Aramis npp NP@@<nul> 3<br>, ponct <nul>@@<nul> 3<br>Aramis npp NP@@<nul> 3<br>et cc COORD@@<nul> 4<br>Porthos npp NP@@<nul> 5<br>, ponct <nul>@@<nul> 3<br>Porthos npp NP@@<nul> 3<br>aussi adv <nul>@@<nul> 4<br>. ponct <nul>@@<nul> 3<br></s> </s> </s> 3<br></pre></li>
+<li><pre><s> <s> <s> 4<br>La det NP@@<nul> 4<br>conversation nc <nul>@@<nul> 5<br>de p PP@@<nul> 5<br>l' det NP@@<nul> 6<br>autre adj <nul>@@<nul> 7<br>, ponct <nul>@@<nul> 3<br>Athos npp NP@@<nul> 1<br>descendit v <nul>@@<nul> 2<br>rapidement adv <nul>@@<nul> 2<br>en p PP@@<nul> 2<br>haut adj NP@@<nul> 3<br>en p PP@@<nul> 2<br>bas adj NP@@<nul> 3<br>de p PP@@<nul> 4<br>son det NP@@<nul> 5<br>cheval nc <nul>@@<nul> 6<br>et cc COORD@@<nul> 5<br>tira vinf VN@@<nul> 6<br>un det NP-OBJ@@VPinf 6<br>papier nc <nul>@@<nul> 7<br>rapide adj AP@@<nul> 7<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 4<br>de p PP@@<nul> 3<br>les det NP@@<nul> 4<br>deux adj <nul>@@<nul> 5<br>amis nc <nul>@@<nul> 5<br>, ponct <nul>@@<nul> 2<br>à p PP-MOD@@<nul> 2<br>le det NP@@<nul> 3<br>détour nc <nul>@@<nul> 4<br>d' p PP@@<nul> 4<br>une det NP@@<nul> 5<br>lampe nc <nul>@@<nul> 6<br>, ponct <nul>@@<nul> 2<br>s' clr VN@@<nul> 2<br>arrêta v <nul>@@<nul> 3<br>devant p PP-MOD@@<nul> 3<br>la det NP@@<nul> 4<br>bouche nc <nul>@@<nul> 5<br>même adv <nul>@@<nul> 5<br>de p PP@@<nul> 5<br>l' det NP@@<nul> 6<br>autre adj <nul>@@<nul> 7<br>. ponct <nul>@@<nul> 3<br></s> </s> </s> 3<br></pre></li>
+<li><pre><s> <s> <s> 2<br>Juxon npp NP-OBJ@@<nul> 2<br>, ponct <nul>@@<nul> 3<br>et cc COORD@@<nul> 3<br>Mordaunt npp NP@@<nul> 4<br>s' clr VN@@<nul> 1<br>en clo <nul>@@<nul> 2<br>était v <nul>@@<nul> 2<br>endormi vpp <nul>@@<nul> 2<br>sur p PP-MOD@@VPinf-OBJ 2<br>son det NP@@<nul> 3<br>visage nc <nul>@@<nul> 4<br>et cc COORD@@<nul> 4<br>qu' cs Ssub@@<nul> 5<br>il cls-suj VN@@<nul> 6<br>avait v <nul>@@<nul> 7<br>l' det NP-ATS@@Sint 7<br>air nc <nul>@@<nul> 8<br>le det NP@@<nul> 8<br>roi nc <nul>@@<nul> 9<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+</ul>
+</body></html>
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+<html>
+<head><meta charset="UTF-8"><title>Analysis Report</title><style>body {text-decoration: none;}del, s {text-decoration: none !important;}</style></head>
+<body>
+<h3>lp_generated_temp_0.7_all_data_73m_tok_pos_macrornn_positional_const-epoch-7-train_loss-4.33-val_loss-5.04.pt_500</h3>
+<h2>FILE TEXT</h2>
+<p><s> il était à la vue de l' homme qui battait ainsi le moindre cri , et le roi ne fit point attention à le fond de cette peinture . </s> <s> Il s' était donc encore seul avec une curiosité mêlée d' admiration . </s> <s> -- Ah ! fit Porthos , c' est bien l' air de la plus grande inquiétude , et de le moins . </s> <s> Et tous trois n' étaient pas encore un même signe , et un seul coup qui se fit tourner sous sa tête . </s> <s> D' Artagnan et Athos , reconnaissant l' un de l' autre , pouvaient donner l' avis de l' homme qui se formait dans leur coeur . </s> <s> Alors le roi se trompait , et le roi le congédia , comme il était un faux pas perdu . </s> <s> Mais Athos et le regardait encore . </s> <s> Jacques , qui était pâle et haletant , s' approcha de lui et qui lui attendait . </s> <s> -- Vous , d' Artagnan ! s' écria -t -il , en tirant un rendez-vous à propos de son côté . </s> <s> À cinq heures , le roi , en effet , fut fait à son poste . </s> <s> Il prit le morceau de son épée , d' Artagnan et lui continua de lire . </s> <s> Athos lui fit un signe , et d' Artagnan se tint debout devant lui . </s> <s> D' Artagnan et Aramis , qui leur dit que par son air ne l' avaient pas revue , lui et Aramis seuls amis restèrent en prison . </s> <s> Ils n' étaient pas dans la chambre royale que l' on était . </s> <s> Ils étaient revenus beaucoup avec la même rapidité , ils l' avaient arrêté . </s> <s> D' Artagnan n' était pas plus tendre que le roi , c' était l' on . </s> <s> Ils étaient trois hommes et quatre cents hommes , et l' un après les deux valets . </s> <s> Les deux amis avaient en effet , et leur avis étaient d' autant plus de force qu' eux . </s> <s> En arrivant le premier , il était trop tard pour n' avoir qu' un pareil marché . </s> <s> -- Qu' y a -t -il donc ? demanda le roi . </s> <s> -- Je crois que je suis prêt à démolir ; il est là un grand homme . </s> <s> -- Ah ! ah ! dit d' Artagnan . </s> <s> -- Attention , messieurs ! dit Athos . </s> <s> D' Artagnan est mort ; il est fou , il me l' a fait , sa tête . </s> <s> -- Canaille ! dit Bougainville . </s> </p>
+<h2>Type/Token Ratio</h2><p>0.389</p>
+<h2>POS-based TTR</h2>
+<p>Verb TTR: 0.704</p>
+<p>Noun TTR: 0.671</p>
+<h2>Nominal/Verb Ratios</h2>
+<p>Nominal/Verb Ratio: 1.41</p>
+<p>Verb/Nominal Ratio: 0.71</p>
+<p>Adverb/Verb Ratio: 0.52</p>
+<p>Adj+Noun/Verb Ratio: 1.69</p>
+<h2>French Readability</h2>
+<p>{'Flesch-Douma': 91.33, 'LIX': 24.62, 'Kandel-Moles': 169.95}</p>
+<h2>Average Lengths</h2>
+<p>{'Average Word Length': 3.95, 'Average Sentence Length': 12.17}</p>
+<h2>POS Frequencies</h2>
+<p>Verb: 0.15</p>
+<p>Noun: 0.22</p>
+<p>Adjective: 0.04</p>
+<p>Adverb: 0.08</p>
+<h2>MSTTR</h2>
+<p>0.60</p>
+<h2>BZIP Compression Ratio</h2>
+<p>0.44</p>
+<h2>Word Entropy</h2>
+<p>6.40</p>
+<h2>Bigram Entropy</h2>
+<p>8.07</p>
+<h2>Constituency Parse Trees</h2>
+<div style="margin-bottom: 40px;">
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+</div>
+<div style="margin-bottom: 40px;">
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+<svg baseProfile="full" height="216px" preserveAspectRatio="xMidYMid meet" style="font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;" version="1.1" viewBox="0,0,488.0,216.0" width="488px" xmlns="http://www.w3.org/2000/svg" xmlns:ev="http://www.w3.org/2001/xml-events" xmlns:xlink="http://www.w3.org/1999/xlink"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">SENT</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"><s></text></svg><svg width="8.19672%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"><s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"><s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="4.09836%" y1="20px" y2="48px" /><svg width="11.4754%" x="8.19672%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">--</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="13.9344%" y1="20px" y2="48px" /><svg width="16.3934%" x="19.6721%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP-MOD</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">npp</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Canaille</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="27.8689%" y1="20px" y2="48px" /><svg width="11.4754%" x="36.0656%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">!</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="41.8033%" y1="20px" y2="48px" /><svg width="8.19672%" x="47.541%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">v</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">dit</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="51.6393%" y1="20px" y2="48px" /><svg width="22.9508%" x="55.7377%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP-MOD</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">npp</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Bougainville</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="67.2131%" y1="20px" y2="48px" /><svg width="11.4754%" x="78.6885%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">.</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="84.4262%" y1="20px" y2="48px" /><svg width="9.83607%" x="90.1639%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="95.082%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg>
+</div>
+<p>Avg tree depth: 8.23</p>
+<h2>Sentences Without a Tree</h2>
+<p>Number of exceptions: 3</p>
+<ul>
+<li><pre><s> <s> <s> 6<br>il cls-suj P+@@<nul> 6<br>était v <nul>@@<nul> 7<br>à p <nul>@@<nul> 7<br>la det NP@@PP 7<br>vue nc <nul>@@<nul> 8<br>de p PP@@<nul> 8<br>l' det NP@@<nul> 9<br>homme nc <nul>@@<nul> 10<br>qui prorel NP-SUJ@@<nul> 10<br>battait v VN@@Srel 11<br>ainsi adv <nul>@@<nul> 11<br>le det NP-OBJ@@<nul> 11<br>moindre adj <nul>@@<nul> 12<br>cri nc <nul>@@<nul> 12<br>, ponct <nul>@@<nul> 1<br>et cc COORD@@<nul> 1<br>le det NP-SUJ@@<nul> 2<br>roi nc <nul>@@<nul> 3<br>ne adv VN@@Sint 3<br>fit v <nul>@@<nul> 4<br>point vpp <nul>@@<nul> 4<br>attention nc NP-OBJ@@<nul> 3<br>à p PP-A_OBJ@@<nul> 3<br>le det NP@@<nul> 4<br>fond nc <nul>@@<nul> 5<br>de p PP@@<nul> 5<br>cette det NP@@<nul> 6<br>peinture nc <nul>@@<nul> 7<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 6<br>Athos npp <nul>@@<nul> 7<br>lui clo-a_obj NP::PRO+@@<nul> 7<br>fit v <nul>@@<nul> 8<br>un det NP-OBJ@@<nul> 6<br>signe nc <nul>@@<nul> 7<br>, ponct <nul>@@<nul> 6<br>et cc COORD@@<nul> 1<br>d' p PP@@<nul> 2<br>Artagnan npp NP@@<nul> 3<br>se clr VN@@<nul> 1<br>tint vinf <nul>@@<nul> 2<br>debout adj <nul>@@VPpart 2<br>devant p PP-MOD@@<nul> 2<br>lui pro NP@@<nul> 3<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 9<br>-- ponct <nul>@@<nul> 9<br>Qu' prorel Ssub@@<nul> 9<br>y cls-suj VN@@<nul> 10<br>a v <nul>@@<nul> 11<br>-t vpp <nul>@@<nul> 11<br>-il cls VN@@Sint 11<br>donc adv <nul>@@<nul> 12<br>? ponct <nul>@@<nul> 8<br>demanda v VN@@<nul> 8<br>le det NP-OBJ@@VPpart 9<br>roi nc <nul>@@<nul> 10<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+</ul>
+</body></html>
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+<html>
+<head><meta charset="UTF-8"><title>Analysis Report</title><style>body {text-decoration: none;}del, s {text-decoration: none !important;}</style></head>
+<body>
+<h3>lp_generated_temp_0.7_all_data_73m_tok_positional_const-epoch-5-val_loss-4.94.pt_500</h3>
+<h2>FILE TEXT</h2>
+<p><s> mais le roi , qui avait demandé où il était , la reine était accourue le sien . </s> <s> Le roi , qui se promenait autant plus qu' il avait un roi pour ne pas avoir tant entendu . </s> <s> -- Eh bien , demanda Aramis , est -ce que ce drôle m' est prévu ? </s> <s> -- Oui , Monseigneur , répondit d' Artagnan , et je ne vous ai pas trompé . </s> <s> -- Mais vous n' avez donc pas fait autant de vous que d' Artagnan , mon cher Athos , dit Porthos . </s> <s> -- Eh ! continua Porthos , vous êtes un homme ? </s> <s> -- Oui , monsieur , répondit celui-ci . </s> <s> -- Voici votre carrosse , dit Aramis . </s> <s> -- Et vous , vous le savez , milord , dit Mordaunt , je ne vous comprends pas , moi , et je vous me rends pour moi . </s> <s> Et il se remit à genoux , et monta rapidement à la porte , qui fit les yeux autour de lui . </s> <s> -- Mon cher , dit Athos , vous êtes un homme dévoué à l' instant même . </s> <s> -- Vous connaissez la force que je vous ai dit tout à l' heure . </s> <s> -- Eh bien ! dit Porthos , je n' aurai pas besoin de vous moquer de vous . </s> <s> Je crierai , pour vous , et je vous répète tout haut que vous l' idée de vous . </s> <s> -- Est -ce que nous sommes quittés à lui , dit Porthos . </s> <s> -- C' est fini , dit d' Artagnan , et il faut savoir précisément où nous vous les tenons . </s> <s> Le prince et Aramis se pencha sur sa tête . </s> <s> -- Et ce soir , dit Athos , vous pouvez servir de précaution , ne m' avez pas quitté le mien . </s> <s> -- Pas un peu , dit d' Artagnan . </s> <s> -- À ce que nous on ne nous a pas parlé , dit Porthos . </s> <s> -- Et moi , dit d' Artagnan , nous voilà , mais encore un jour pour un sommeil . </s> <s> -- Bah ! dit Porthos , vous ne vous aimez pas jusqu' à votre tour ? </s> <s> -- Ah ! dit Porthos , on ne dit que le premier , vous n' êtes pas en face de moi . </s> <s> Vous avez donc entendu dire un secret , il n' est pas de question . </s> <s> Je l' ai vu . </s> <s> -- Oui , dit Athos , je crois que vous avez raison de le prix . </s> <s> -- Vous êtes donc prêt ? dit Athos avec la plus grande attention . </s> </p>
+<h2>Type/Token Ratio</h2><p>0.389</p>
+<h2>POS-based TTR</h2>
+<p>Verb TTR: 0.704</p>
+<p>Noun TTR: 0.671</p>
+<h2>Nominal/Verb Ratios</h2>
+<p>Nominal/Verb Ratio: 1.41</p>
+<p>Verb/Nominal Ratio: 0.71</p>
+<p>Adverb/Verb Ratio: 0.52</p>
+<p>Adj+Noun/Verb Ratio: 1.69</p>
+<h2>French Readability</h2>
+<p>{'Flesch-Douma': 96.1, 'LIX': 21.34, 'Kandel-Moles': 163.27}</p>
+<h2>Average Lengths</h2>
+<p>{'Average Word Length': 3.95, 'Average Sentence Length': 12.17}</p>
+<h2>POS Frequencies</h2>
+<p>Verb: 0.15</p>
+<p>Noun: 0.22</p>
+<p>Adjective: 0.04</p>
+<p>Adverb: 0.08</p>
+<h2>MSTTR</h2>
+<p>0.59</p>
+<h2>BZIP Compression Ratio</h2>
+<p>0.40</p>
+<h2>Word Entropy</h2>
+<p>6.18</p>
+<h2>Bigram Entropy</h2>
+<p>7.93</p>
+<h2>Constituency Parse Trees</h2>
+<div style="margin-bottom: 40px;">
+<svg baseProfile="full" height="600px" preserveAspectRatio="xMidYMid meet" style="font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;" version="1.1" viewBox="0,0,1136.0,600.0" width="1136px" xmlns="http://www.w3.org/2000/svg" xmlns:ev="http://www.w3.org/2001/xml-events" xmlns:xlink="http://www.w3.org/1999/xlink"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">SENT</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"><s></text></svg><svg width="90.8451%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"><s></text></svg><svg width="3.87597%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"><s></text></svg></svg><line stroke="black" x1="50%" x2="1.93798%" y1="20px" y2="48px" /><svg 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y2="48px" /><svg width="5.64516%" x="8.06452%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">,</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="10.8871%" y1="20px" y2="48px" /><svg width="86.2903%" x="13.7097%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Srel</text></svg><svg width="7.47664%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP-SUJ</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">prorel</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">qui</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="3.73832%" y1="20px" y2="48px" /><svg width="14.9533%" x="7.47664%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">VN</text></svg><svg width="31.25%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">clr</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">se</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="15.625%" y1="20px" y2="48px" /><svg width="68.75%" x="31.25%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">v</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">promenait</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="65.625%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="14.9533%" y1="20px" y2="48px" /><svg width="7.47664%" x="22.4299%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">adv</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">autant</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="26.1682%" y1="20px" y2="48px" /><svg width="5.60748%" x="29.9065%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">adv</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">plus</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="32.7103%" y1="20px" y2="48px" /><svg width="64.486%" x="35.514%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Ssub-OBJ</text></svg><svg width="7.24638%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">cs</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">qu'</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="3.62319%" y1="20px" y2="48px" /><svg width="92.7536%" x="7.24638%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Sint</text></svg><svg width="25%" x="0%" y="48px"><defs /><svg width="100%" x="0" 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y="16px">avez</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="80%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="19.7368%" y1="20px" y2="48px" /><svg width="60.5263%" x="39.4737%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP-OBJ</text></svg><svg width="34.7826%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">nc</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">raison</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="17.3913%" y1="20px" y2="48px" /><svg width="65.2174%" x="34.7826%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">PP</text></svg><svg width="26.6667%" x="0%" 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+</div>
+<div style="margin-bottom: 40px;">
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stroke="black" x1="50%" x2="71.4286%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="40%" y1="20px" y2="48px" /><svg width="36.6667%" x="63.3333%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">nc</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">attention</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="81.6667%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="58.3333%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="58.1395%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="66.8269%" y1="20px" y2="48px" /><svg width="6.73077%" x="87.5%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">.</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="90.8654%" y1="20px" y2="48px" /><svg width="5.76923%" x="94.2308%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="97.1154%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg>
+</div>
+<p>Avg tree depth: 8.21</p>
+<h2>Sentences Without a Tree</h2>
+<p>Number of exceptions: 3</p>
+<ul>
+<li><pre><s> <s> <s> 6<br>mais cc COORD@@<nul> 6<br>le det NP@@<nul> 7<br>roi nc <nul>@@<nul> 8<br>, ponct <nul>@@<nul> 1<br>qui prorel NP-SUJ@@<nul> 1<br>avait v VN@@Srel-MOD 2<br>demandé vpp <nul>@@<nul> 3<br>où cs Ssub-OBJ@@<nul> 2<br>il cls-suj VN@@<nul> 3<br>était v <nul>@@<nul> 4<br>, ponct <nul>@@Sint 4<br>la det NP-OBJ@@<nul> 4<br>reine nc <nul>@@<nul> 5<br>était v VN@@<nul> 4<br>accourue vpp <nul>@@<nul> 5<br>le det NP-OBJ@@<nul> 1<br>sien adj <nul>@@<nul> 2<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 3<br>-- ponct <nul>@@<nul> 3<br>Est nc <nul>@@<nul> 3<br>-ce det NP-OBJ@@<nul> 1<br>que prorel NP-OBJ@@<nul> 2<br>nous cls-suj VN@@Srel 3<br>sommes v <nul>@@<nul> 4<br>quittés vpp <nul>@@<nul> 4<br>à p PP-A_OBJ@@<nul> 3<br>lui pro NP@@<nul> 4<br>, ponct <nul>@@<nul> 1<br>dit v VN@@<nul> 1<br>Porthos npp NP-SUJ@@Sint-MOD 2<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 3<br>Je cls-suj VN@@Sint-MOD 3<br>l' clo-obj <nul>@@<nul> 4<br>ai v <nul>@@<nul> 4<br>vu vpp <nul>@@<nul> 4<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+</ul>
+</body></html>
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diff --git a/tania_scripts/analysis_report_sp_generated_temp_0.7_all_data_73m_tok_macro_positional_const-epoch-4-train_loss-4.76-val_loss-4.99.pt_500.html b/tania_scripts/analysis_report_sp_generated_temp_0.7_all_data_73m_tok_macro_positional_const-epoch-4-train_loss-4.76-val_loss-4.99.pt_500.html
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+++ b/tania_scripts/analysis_report_sp_generated_temp_0.7_all_data_73m_tok_macro_positional_const-epoch-4-train_loss-4.76-val_loss-4.99.pt_500.html
@@ -0,0 +1,146 @@
+<html>
+<head><meta charset="UTF-8"><title>Analysis Report</title><style>body {text-decoration: none;}del, s {text-decoration: none !important;}</style></head>
+<body>
+<h3>sp_generated_temp_0.7_all_data_73m_tok_macro_positional_const-epoch-4-train_loss-4.76-val_loss-4.99.pt_500</h3>
+<h2>FILE TEXT</h2>
+<p>-- Oui , dit Athos , que nous sommes tous ensemble , nous ne sommes pas un peu plus simple politique . </s> <s> En ce moment l' obscurité venait à se rendre son maître . </s> <s> -- je te le rappelle , dit Athos en regardant le curé de la façon où ils eussent été pendu . </s> <s> -- </s> <s> -- Pour la plus grand , dit Aramis . </s> <s> Et il les avait prise à l' autre côté . </s> <s> -- continua Mordaunt , que celui qui voulait mieux fût qu' il avait vu si son visage , et qu' il était . </s> <s> D' Artagnan l' avait suivi , et l' on disait : </s> <s> -- il avait dit d' Artagnan . </s> <s> -- Je m' y a , dit d' Artagnan . </s> <s> Mon Dieu ! </s> <s> Je n' y sais pas que le chez lui , et j' ai demandé . </s> <s> -- Voilà ce que vous allez voir . </s> <s> -- Ne savez pas que vous ne voulez pas que je vous prends , dit Porthos . </s> <s> -- Je vous plains ! dit Porthos . </s> <s> -- vous êtes donc si bien aise que vous étiez un rude ? </s> <s> Et il se remit en arrière , et le regardant de les deux amis de la reine . </s> <s> -- Comment cela ? </s> <s> -- Sans doute , sans doute , mais qui ne vous empêche pas . </s> <s> -- Allons donc ! demanda Athos . </s> <s> -- Porthos , dit Athos . </s> <s> -- Raoul , Aramis ! dit Athos . </s> <s> -- Vous êtes un homme ici , ce sera difficile . </s> <s> -- Non , dit d' Artagnan . </s> <s> Les deux amis , plus les deux amis , de les autres , pouvaient être reposés ; </s> <s> l' officier avait fait une porte un fossé . </s> <s> Athos avait donc tenu à minuit à l' endroit où il avait fait l' escorte . </s> <s> Raoul se mit en route vers le pont de le roi . </s> <s> Tout à coup , le même homme était dans le même . </s> <s> -- </s> <s> -- On m' a dit , dit Athos . </s> <s> -- D' Artagnan était prêt à attendre un homme libre de plus en plus . </s> <s> Le duc entra . </s> <s> D' Artagnan l' attendait . </s> <s> -- Qui vous fait le roi ? demanda le roi . </s> <s> -- De l' Espagne , dit Porthos . </s> <s> -- Oui , continua lord de Winter . </s> <s> -- À le contraire , dit d' Artagnan , l' autre part de le roi . </s> <s> Mordaunt se leva et inclina la main . </s> </p>
+<h2>Type/Token Ratio</h2><p>0.358</p>
+<h2>POS-based TTR</h2>
+<p>Verb TTR: 0.578</p>
+<p>Noun TTR: 0.597</p>
+<h2>Nominal/Verb Ratios</h2>
+<p>Nominal/Verb Ratio: 1.05</p>
+<p>Verb/Nominal Ratio: 0.96</p>
+<p>Adverb/Verb Ratio: 0.39</p>
+<p>Adj+Noun/Verb Ratio: 1.38</p>
+<h2>French Readability</h2>
+<p>{'Flesch-Douma': 95.65, 'LIX': 20.0, 'Kandel-Moles': 167.58}</p>
+<h2>Average Lengths</h2>
+<p>{'Average Word Length': 3.85, 'Average Sentence Length': 8.28}</p>
+<h2>POS Frequencies</h2>
+<p>Verb: 0.20</p>
+<p>Noun: 0.21</p>
+<p>Adjective: 0.07</p>
+<p>Adverb: 0.08</p>
+<h2>MSTTR</h2>
+<p>0.57</p>
+<h2>BZIP Compression Ratio</h2>
+<p>0.40</p>
+<h2>Word Entropy</h2>
+<p>6.10</p>
+<h2>Bigram Entropy</h2>
+<p>7.73</p>
+<h2>Constituency Parse Trees</h2>
+<div style="margin-bottom: 40px;">
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y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">que</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="6.57895%" y1="20px" y2="48px" /><svg width="86.8421%" x="13.1579%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Sint</text></svg><svg width="51.5152%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">VN</text></svg><svg width="52.9412%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">cls-suj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">nous</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="26.4706%" y1="20px" y2="48px" /><svg 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y="16px">,</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="49.6795%" y1="20px" y2="48px" /><svg width="39.7436%" x="51.9231%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Sint-MOD</text></svg><svg width="35.4839%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">VN</text></svg><svg width="40.9091%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">cls-suj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">nous</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="20.4545%" y1="20px" y2="48px" /><svg width="22.7273%" x="40.9091%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">adv</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ne</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="52.2727%" y1="20px" y2="48px" /><svg width="36.3636%" x="63.6364%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">v</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">sommes</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="81.8182%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="17.7419%" y1="20px" y2="48px" /><svg width="8.06452%" x="35.4839%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">adv</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">pas</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="39.5161%" y1="20px" y2="48px" /><svg width="56.4516%" x="43.5484%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP-ATS</text></svg><svg width="14.2857%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">det</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">un</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="7.14286%" y1="20px" y2="48px" /><svg width="54.2857%" x="14.2857%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">AP</text></svg><svg width="26.3158%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">adv</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">peu</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="13.1579%" y1="20px" y2="48px" /><svg width="31.5789%" x="26.3158%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">adv</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">plus</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="42.1053%" y1="20px" y2="48px" /><svg width="42.1053%" x="57.8947%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">adj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">simple</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="78.9474%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="41.4286%" y1="20px" y2="48px" /><svg width="31.4286%" x="68.5714%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">nc</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">politique</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="84.2857%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="71.7742%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="71.7949%" y1="20px" y2="48px" /><svg 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/></svg><line stroke="black" x1="50%" x2="98.0769%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg>
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+</div>
+<div style="margin-bottom: 40px;">
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y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="95.2381%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg>
+</div>
+<p>Avg tree depth: 6.59</p>
+<h2>Sentences Without a Tree</h2>
+<p>Number of exceptions: 5</p>
+<ul>
+<li><pre><s> <s> <s> 2<br>-- ponct <nul>@@<nul> 2<br>Pour p PP-MOD@@<nul> 2<br>la det NP@@<nul> 3<br>plus adv AP@@<nul> 4<br>grand adj <nul>@@<nul> 5<br>, ponct <nul>@@<nul> 2<br>dit v VN@@<nul> 2<br>Aramis npp NP-OBJ@@VPpart 3<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 10<br>D' p PP-DE_OBJ@@<nul> 10<br>Artagnan npp NP@@<nul> 11<br>l' det NP-OBJ@@<nul> 10<br>avait v <nul>@@<nul> 11<br>suivi vpp <nul>@@<nul> 11<br>, ponct <nul>@@<nul> 7<br>et cc COORD@@<nul> 7<br>l' det NP@@<nul> 8<br>on cls <nul>@@<nul> 9<br>disait v VN@@<nul> 9<br>: ponct <nul>@@Sint 10<br></s> </s> </s> 7<br></pre></li>
+<li><pre><s> <s> <s> 8<br>-- ponct <nul>@@<nul> 8<br>il cls-suj VN@@<nul> 8<br>avait v <nul>@@<nul> 9<br>dit vpp <nul>@@<nul> 9<br>d' p PP@@<nul> 8<br>Artagnan npp NP@@<nul> 9<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 4<br>-- ponct <nul>@@<nul> 4<br>Ne adv <nul>@@<nul> 4<br>savez v <nul>@@<nul> 4<br>pas adv <nul>@@<nul> 3<br>que cs NP-OBJ@@<nul> 2<br>vous cls-suj VN@@Srel 3<br>ne adv <nul>@@<nul> 4<br>voulez v <nul>@@<nul> 4<br>pas adv <nul>@@<nul> 3<br>que adv Ssub-OBJ@@<nul> 3<br>je cls-suj VN@@<nul> 4<br>vous clo <nul>@@<nul> 5<br>prends v <nul>@@<nul> 5<br>, ponct <nul>@@Sint 5<br>dit v VN@@<nul> 5<br>Porthos npp NP-SUJ@@<nul> 3<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 3<br>l' det NP-OBJ@@<nul> 3<br>officier nc <nul>@@<nul> 4<br>avait v <nul>@@<nul> 4<br>fait vpp VPpart@@<nul> 4<br>une det NP@@<nul> 5<br>porte nc <nul>@@<nul> 6<br>un det NP@@<nul> 2<br>fossé nc <nul>@@<nul> 3<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+</ul>
+</body></html>
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+++ b/tania_scripts/analysis_report_sp_generated_temp_0.7_all_data_73m_tok_macrornn_positional_const-epoch-8-train_loss-4.61-val_loss-5.09.pt_500.html
@@ -0,0 +1,138 @@
+<html>
+<head><meta charset="UTF-8"><title>Analysis Report</title><style>body {text-decoration: none;}del, s {text-decoration: none !important;}</style></head>
+<body>
+<h3>sp_generated_temp_0.7_all_data_73m_tok_macrornn_positional_const-epoch-8-train_loss-4.61-val_loss-5.09.pt_500</h3>
+<h2>FILE TEXT</h2>
+<p>mais calme . </s> <s> -- Bien ! plus sage d' abord ; j' en place à le ciel . </s> <s> -- Je vous demander pardon de le moins ; mais en avez - vous en bras . </s> <s> Mordaunt , qui ne nous quitter , nous , et que ce n' est pas de les barils ; mais nous sommes bien tard . </s> <s> Porthos et Aramis </s> <s> -- Oui , dit Porthos , c' est moi . </s> <s> Porthos , qui reconnut Mordaunt . </s> <s> -- Qu' y a -t -il . </s> <s> Porthos et Aramis alors ? demanda Aramis . </s> <s> Aramis ne répondit pas . </s> <s> Porthos , n' osant quitter le dernier , et regardant d' Artagnan . </s> <s> Porthos et Aramis lui passa à travers un coup de le doigt Mordaunt . </s> <s> Athos ne bougea . </s> <s> Mordaunt , suivi d' Artagnan , c' était Planchet . </s> <s> Aramis , tout en ce moment , Aramis qu' il était , mais le Gascon . </s> <s> Athos , à le moment où il était d' Artagnan Mazarin , lui avait arrêté . </s> <s> à le contraire , Porthos et Aramis en s' adressant à Athos . </s> <s> Athos s' inclina . </s> <s> Aramis , inquiet , et calme , comme un homme à le milieu de les assistants , il parut ordinaire deux autres de le voir . </s> <s> Sa Majesté ? </s> <s> -- Non . </s> <s> -- Ah ! dit Athos . </s> <s> Porthos et Aramis , ayant entendu , je l' un de les plus lamentable de les gens d' Artagnan , à le lieu de les mousquets . </s> <s> -- À partir ? demanda Athos . </s> <s> -- Non , dit Porthos . </s> <s> Grimaud n' avait entendu dire qu' ils baisèrent , on était un de les plus grandes inquiétudes . </s> <s> -- Eh bien ! dit Athos , qui ne se mariait point . </s> <s> Mordaunt regarda un instant après . </s> <s> -- Eh bien ? demanda Porthos . </s> <s> Mordaunt salua respectueusement . </s> <s> Mordaunt fit un signe de les deux hommes qui se dresser pour ne pas répondre . </s> <s> -- Qu' avez -vous donc encore aujourd'hui ? demanda Porthos . </s> <s> -- Je suis un de les hommes fort rapide comme ; mais , à l' un de les hommes , vous les respecterai comme ils le cortège . </s> <s> -- Vous ? demanda Athos . </s> <s> -- Oui , vous , monsieur , je vous en promets d' Artagnan , comme un homme sans l' autre . </s> <s> -- Eh bien? dit Athos . </s> <s> Porthos frissonna de Winter , qui , à l' un de les deux vigoureux qui me l' a , lui . </s> </p>
+<h2>Type/Token Ratio</h2><p>0.346</p>
+<h2>POS-based TTR</h2>
+<p>Verb TTR: 0.700</p>
+<p>Noun TTR: 0.430</p>
+<h2>Nominal/Verb Ratios</h2>
+<p>Nominal/Verb Ratio: 1.58</p>
+<p>Verb/Nominal Ratio: 0.63</p>
+<p>Adverb/Verb Ratio: 0.56</p>
+<p>Adj+Noun/Verb Ratio: 1.96</p>
+<h2>French Readability</h2>
+<p>{'Flesch-Douma': 90.66, 'LIX': 25.47, 'Kandel-Moles': 172.91}</p>
+<h2>Average Lengths</h2>
+<p>{'Average Word Length': 4.28, 'Average Sentence Length': 8.7}</p>
+<h2>POS Frequencies</h2>
+<p>Verb: 0.15</p>
+<p>Noun: 0.25</p>
+<p>Adjective: 0.06</p>
+<p>Adverb: 0.09</p>
+<h2>MSTTR</h2>
+<p>0.52</p>
+<h2>BZIP Compression Ratio</h2>
+<p>0.39</p>
+<h2>Word Entropy</h2>
+<p>5.97</p>
+<h2>Bigram Entropy</h2>
+<p>7.62</p>
+<h2>Constituency Parse Trees</h2>
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x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="39.2857%" y1="20px" y2="48px" /><svg width="47.619%" x="52.381%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Srel</text></svg><svg width="40%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP-SUJ</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">prorel</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">qui</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="20%" y1="20px" y2="48px" /><svg width="20%" x="40%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">VN</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">v</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">me</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /><svg width="40%" x="60%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP-OBJ</text></svg><svg width="62.5%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">det</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">l'</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="31.25%" y1="20px" y2="48px" /><svg width="37.5%" x="62.5%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">v</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">a</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="81.25%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="80%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="76.1905%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="54.3478%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="58.9286%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="52.5424%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="44.9495%" y1="20px" y2="48px" /><svg width="7.07071%" x="74.7475%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">,</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="78.2828%" y1="20px" y2="48px" /><svg width="18.1818%" x="81.8182%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">VN</text></svg><svg width="27.7778%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">pro</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">lui</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="13.8889%" y1="20px" y2="48px" /><svg width="38.8889%" x="27.7778%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">.</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="47.2222%" y1="20px" y2="48px" /><svg width="33.3333%" x="66.6667%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="83.3333%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="90.9091%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="65.3846%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg>
+</div>
+<p>Avg tree depth: 7.29</p>
+<h2>Sentences Without a Tree</h2>
+<p>Number of exceptions: 6</p>
+<ul>
+<li><pre><s> <s> <s> 4<br>-- ponct <nul>@@<nul> 4<br>Oui adj <nul>@@<nul> 4<br>, ponct COORD@@<nul> 2<br>dit v VN@@<nul> 3<br>Porthos npp NP@@<nul> 3<br>, ponct COORD@@<nul> 2<br>c' cls-suj VN@@<nul> 3<br>est v <nul>@@<nul> 4<br>moi adj AP-ATS@@<nul> 3<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 2<br>Mordaunt npp <nul>@@<nul> 2<br>, ponct <nul>@@<nul> 2<br>suivi nc <nul>@@<nul> 2<br>d' p PP@@<nul> 1<br>Artagnan npp NP@@<nul> 2<br>, ponct <nul>@@<nul> 3<br>c' cls-suj VN@@<nul> 3<br>était v <nul>@@<nul> 4<br>Planchet adj NP-OBJ@@<nul> 4<br>. ponct <nul>@@<nul> 4<br></s> </s> </s> 4<br></pre></li>
+<li><pre><s> <s> <s> 4<br>Aramis npp <nul>@@<nul> 3<br>, ponct <nul>@@<nul> 3<br>tout adv NP@@<nul> 3<br>en p <nul>@@<nul> 4<br>ce det <nul>@@<nul> 4<br>moment nc <nul>@@<nul> 4<br>, ponct <nul>@@<nul> 3<br>Aramis npp NP@@<nul> 3<br>qu' cs <nul>@@<nul> 4<br>il cls-suj VN@@<nul> 4<br>était v <nul>@@<nul> 5<br>, ponct <nul>@@<nul> 5<br>mais cc COORD@@<nul> 4<br>le det NP@@<nul> 5<br>Gascon npp <nul>@@<nul> 6<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 3<br>-- ponct <nul>@@<nul> 3<br>Eh npp <nul>@@<nul> 3<br>bien adv <nul>@@<nul> 3<br>? ponct <nul>@@<nul> 0<br>demanda v <nul>@@<nul> 0<br>Porthos npp NP-MOD@@<nul> 0<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 6<br>-- ponct <nul>@@<nul> 6<br>Qu' prorel NP-OBJ@@<nul> 6<br>avez v VN@@Srel 7<br>-vous pro NP-OBJ@@<nul> 6<br>donc adv <nul>@@<nul> 7<br>encore adv <nul>@@<nul> 7<br>aujourd'hui adj <nul>@@<nul> 7<br>? ponct <nul>@@<nul> 0<br>demanda v <nul>@@<nul> 0<br>Porthos npp NP-MOD@@<nul> 0<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 5<br>-- ponct <nul>@@<nul> 5<br>Vous pro <nul>@@<nul> 5<br>? ponct <nul>@@<nul> 5<br>demanda v <nul>@@<nul> 5<br>Athos npp NP-OBJ@@VPinf 5<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+</ul>
+</body></html>
\ No newline at end of file
diff --git a/tania_scripts/analysis_report_sp_generated_temp_0.7_all_data_73m_tok_pos_macro_positional_const-epoch-8-train_loss-4.3-val_loss-4.9.pt_500.html b/tania_scripts/analysis_report_sp_generated_temp_0.7_all_data_73m_tok_pos_macro_positional_const-epoch-8-train_loss-4.3-val_loss-4.9.pt_500.html
index 2c3c122..6e519c3 100644
--- a/tania_scripts/analysis_report_sp_generated_temp_0.7_all_data_73m_tok_pos_macro_positional_const-epoch-8-train_loss-4.3-val_loss-4.9.pt_500.html
+++ b/tania_scripts/analysis_report_sp_generated_temp_0.7_all_data_73m_tok_pos_macro_positional_const-epoch-8-train_loss-4.3-val_loss-4.9.pt_500.html
@@ -133,6 +133,7 @@
<div style="margin-bottom: 40px;">
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</div>
+<p>Avg tree depth: 6.24</p>
<h2>Sentences Without a Tree</h2>
<p>Number of exceptions: 4</p>
<ul>
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+<html>
+<head><meta charset="UTF-8"><title>Analysis Report</title><style>body {text-decoration: none;}del, s {text-decoration: none !important;}</style></head>
+<body>
+<h3>sp_generated_temp_0.7_all_data_73m_tok_pos_macrornn_positional_const-epoch-7-train_loss-4.33-val_loss-5.04.pt_500</h3>
+<h2>FILE TEXT</h2>
+<p>-- Je crois que nous nous retrouverons , dit d' Artagnan . </s> <s> -- Je le surveillerai , dit d' Artagnan . </s> <s> Les deux amis échangèrent un regard comme si l' eût atteint le bruit de l' autre , que l' on arriva . </s> <s> On vit sonner la porte , et d' Artagnan se trouva le premier . </s> <s> L' homme à lequel s' était mis en face de lui . </s> <s> On voyait le jeune homme à le coeur comme les autres , mais d' Artagnan se dirigea lentement et d' une voix douce . </s> <s> Le bruit de l' animal ne s' était pas trompé . </s> <s> Il comprit le mouvement , il ne put donc que le temps ni l' affaire eût été trop heureux . </s> <s> -- Vous , dit -il , ce me semble , je vous écoute , dit Athos . </s> <s> -- Oui , dit d' Artagnan , nous avons une grande affaire , un grand exemple . </s> <s> -- Il y a bien , dit Athos , et vous pouvez toujours lui donner un . </s> <s> Mordaunt fit signe qu' Athos et moi , et pourquoi ne m' avez -vous pas dit qu' il vous avait demandé de les reproches ? </s> <s> -- Ah ! </s> <s> c' est bien de le châtiment , dit Athos , il faut faire une querelle . </s> <s> Et il sortit de le carrosse . </s> <s> -- Eh bien ! dit Athos , nous sommes enveloppés dans les rues qui nous ont crié , nous avons l' un de nous . </s> <s> Porthos s' inclina . </s> <s> -- Qui nous arrive ? demanda Aramis . </s> <s> -- Oui , et demain nous nous sommes obligés de nous quitter . </s> <s> -- Oui , dit Aramis . </s> <s> -- Parle , dit Porthos . </s> <s> -- Oui . </s> <s> Montez donc . </s> <s> -- Ah ! ah ! fit Porthos . </s> <s> Athos , de le ton de l' abbé , avait répondu son nom . </s> <s> -- Non , dit Porthos . </s> <s> -- Oui , il ne vous donnera pas , et non . </s> <s> -- Et de quel passé ? </s> <s> -- Non , dit Porthos . </s> <s> -- Mais où est -il donc ? </s> <s> -- C' est que le roi vous a chargé . </s> <s> -- J' ai vu arrêter , dit Porthos . </s> <s> -- Oui , Sa Majesté , répondit Aramis . </s> <s> -- Et ils ne nous arrêtent pas sans rien dire , comme nous l' avons dit , il y a un autre que vous . </s> <s> Est -il un homme ? </s> <s> Aramis est un homme . </s> </p>
+<h2>Type/Token Ratio</h2><p>0.368</p>
+<h2>POS-based TTR</h2>
+<p>Verb TTR: 0.635</p>
+<p>Noun TTR: 0.577</p>
+<h2>Nominal/Verb Ratios</h2>
+<p>Nominal/Verb Ratio: 0.70</p>
+<p>Verb/Nominal Ratio: 1.42</p>
+<p>Adverb/Verb Ratio: 0.31</p>
+<p>Adj+Noun/Verb Ratio: 0.95</p>
+<h2>French Readability</h2>
+<p>{'Flesch-Douma': 96.24, 'LIX': 20.53, 'Kandel-Moles': 163.67}</p>
+<h2>Average Lengths</h2>
+<p>{'Average Word Length': 3.91, 'Average Sentence Length': 8.78}</p>
+<h2>POS Frequencies</h2>
+<p>Verb: 0.23</p>
+<p>Noun: 0.16</p>
+<p>Adjective: 0.06</p>
+<p>Adverb: 0.07</p>
+<h2>MSTTR</h2>
+<p>0.55</p>
+<h2>BZIP Compression Ratio</h2>
+<p>0.41</p>
+<h2>Word Entropy</h2>
+<p>6.03</p>
+<h2>Bigram Entropy</h2>
+<p>7.77</p>
+<h2>Constituency Parse Trees</h2>
+<div style="margin-bottom: 40px;">
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y="16px">cls-suj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">nous</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="15%" y1="20px" y2="48px" /><svg width="30%" x="30%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">clo-obj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">l'</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="45%" y1="20px" y2="48px" /><svg width="23.3333%" x="60%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">v</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">avons</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="71.6667%" y1="20px" y2="48px" /><svg width="16.6667%" x="83.3333%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">vpp</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">dit</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="91.6667%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="15.625%" y1="20px" y2="48px" /><svg width="7.29167%" x="31.25%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">,</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="34.8958%" y1="20px" y2="48px" /><svg width="17.7083%" x="38.5417%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">VN</text></svg><svg width="52.9412%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">cls-suj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">il</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="26.4706%" y1="20px" y2="48px" /><svg width="29.4118%" x="52.9412%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">clo</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">y</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="67.6471%" y1="20px" y2="48px" /><svg width="17.6471%" x="82.3529%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">v</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">a</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="91.1765%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="47.3958%" y1="20px" y2="48px" /><svg width="43.75%" x="56.25%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP-OBJ</text></svg><svg width="11.9048%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">det</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">un</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="5.95238%" y1="20px" y2="48px" /><svg width="16.6667%" x="11.9048%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">adj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">autre</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="20.2381%" y1="20px" y2="48px" /><svg width="71.4286%" x="28.5714%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Srel</text></svg><svg width="26.6667%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP-OBJ</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">prorel</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">que</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="13.3333%" y1="20px" y2="48px" /><svg width="73.3333%" x="26.6667%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">VN</text></svg><svg width="40.9091%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">cls-suj</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">vous</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="20.4545%" y1="20px" y2="48px" /><svg width="31.8182%" x="40.9091%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">.</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="56.8182%" y1="20px" y2="48px" /><svg width="27.2727%" x="72.7273%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="86.3636%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="63.3333%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="64.2857%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="78.125%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="53.3981%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="55.6034%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="66.2791%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="53.2609%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg>
+</div>
+<div style="margin-bottom: 40px;">
+<svg baseProfile="full" height="216px" preserveAspectRatio="xMidYMid meet" style="font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;" version="1.1" viewBox="0,0,344.0,216.0" width="344px" xmlns="http://www.w3.org/2000/svg" xmlns:ev="http://www.w3.org/2001/xml-events" xmlns:xlink="http://www.w3.org/1999/xlink"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">SENT</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"><s></text></svg><svg width="11.6279%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"><s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"><s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="5.81395%" y1="20px" y2="48px" /><svg width="18.6047%" x="11.6279%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">npp</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Aramis</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="20.9302%" y1="20px" y2="48px" /><svg width="11.6279%" x="30.2326%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">v</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">est</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="36.0465%" y1="20px" y2="48px" /><svg width="27.907%" x="41.8605%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP</text></svg><svg width="41.6667%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">det</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">un</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="20.8333%" y1="20px" y2="48px" /><svg width="58.3333%" x="41.6667%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">nc</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">homme</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="70.8333%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="55.814%" y1="20px" y2="48px" /><svg width="16.2791%" x="69.7674%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">.</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="77.907%" y1="20px" y2="48px" /><svg width="13.9535%" x="86.0465%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="93.0233%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg>
+</div>
+<p>Avg tree depth: 6.78</p>
+<h2>Sentences Without a Tree</h2>
+<p>Number of exceptions: 4</p>
+<ul>
+<li><pre><s> <s> <s> 3<br>Mordaunt et AP@@<nul> 3<br>fit v VN@@<nul> 1<br>signe vpp <nul>@@<nul> 2<br>qu' cs Ssub-OBJ@@VPinf-OBJ 2<br>Athos npp NP-SUJ@@<nul> 3<br>et cc COORD@@<nul> 4<br>moi adj NP@@<nul> 5<br>, ponct <nul>@@<nul> 4<br>et cc COORD@@<nul> 4<br>pourquoi cs NP@@<nul> 5<br>ne adv VN@@<nul> 6<br>m' clr <nul>@@<nul> 7<br>avez v <nul>@@<nul> 7<br>-vous pro ADV+@@VPpart 7<br>pas adv <nul>@@<nul> 8<br>dit vpp <nul>@@<nul> 8<br>qu' cs Ssub-OBJ@@<nul> 7<br>il cls-suj VN@@<nul> 8<br>vous clo-a_obj <nul>@@<nul> 9<br>avait v <nul>@@<nul> 9<br>demandé vpp <nul>@@<nul> 9<br>de p PP-DE_OBJ@@Sint 9<br>les det NP@@<nul> 10<br>reproches nc <nul>@@<nul> 11<br>? ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 2<br>-- ponct <nul>@@<nul> 2<br>Qui prorel NP-SUJ@@<nul> 2<br>nous cls-suj VN@@Srel 3<br>arrive v <nul>@@<nul> 4<br>? ponct <nul>@@<nul> 0<br>demanda v VN@@<nul> 0<br>Aramis npp NP-SUJ@@Sint-MOD 1<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 3<br>-- ponct <nul>@@<nul> 3<br>C' cls-suj VN@@<nul> 3<br>est v <nul>@@<nul> 4<br>que cs Ssub-OBJ@@<nul> 3<br>le det NP-SUJ@@<nul> 4<br>roi nc <nul>@@<nul> 5<br>vous clo-a_obj VN@@Sint 5<br>a v <nul>@@<nul> 6<br>chargé vpp <nul>@@<nul> 6<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 6<br>Est v VN@@<nul> 6<br>-il cls VN@@VPinf-OBJ 7<br>un clo-obj <nul>@@<nul> 8<br>homme nc <nul>@@<nul> 8<br>? ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+</ul>
+</body></html>
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+<html>
+<head><meta charset="UTF-8"><title>Analysis Report</title><style>body {text-decoration: none;}del, s {text-decoration: none !important;}</style></head>
+<body>
+<h3>sp_generated_temp_0.7_all_data_73m_tok_pos_positional_const-epoch-4-train_loss-4.57-val_loss-4.97.pt_500</h3>
+<h2>FILE TEXT</h2>
+<p>Les deux amis se regardaient à le moment où les deux amis leur avaient fait nos amis , les quatre amis avaient déjà reçus en arrière . </s> <s> L' homme était donc toujours aussi que l' on pendait à le premier . </s> <s> Les deux amis se retirèrent dans l' intérieur de l' armée et allèrent . </s> <s> Ils voulurent le faire tout à coup , et justement à le moment même à lequel il lui donne un maître , et le capitaine m' a fait croire leur coeur . </s> <s> Les amis se dirigèrent vers la porte et virent qu' ils aperçurent : </s> <s> -- Place ! fit ironiquement la reine . </s> <s> -- Mais qui ? demanda d' Artagnan . </s> <s> -- Mais , dit Porthos , il me semble que vous , mon ami , que , c' est un homme qui vous enlevez de son royaume . </s> <s> -- Oui , dit Gondy . </s> <s> -- Oui , dit d' Artagnan , je ne vois rien ; puis , par la réponse , j' ai tué une compagnie d' autre . </s> <s> -- Mais quel est -il donc , d' Artagnan ? demanda Athos . </s> <s> -- À le fait , dit le curé en toute la reine , je l' ai dit . </s> <s> -- Vous avez vu le bourreau ? demanda Athos . </s> <s> -- Non , monsieur , la justice , répondit Athos . </s> <s> En effet , les deux amis s' approchèrent de son hôte , et lui dit leur tête . </s> <s> Il tourna la main vers Porthos . </s> <s> Souvent un homme , il le reconnut , et la reine donna un cri de la main à la main . </s> <s> -- Oui , dit Porthos . </s> <s> -- Ah ! dit Aramis , les Anglais , on ne s' y est pas dit . </s> <s> -- Une heure ? demanda d' Artagnan . </s> <s> -- À merveille ! murmura Athos , il ne faut pas le répondre , mais les deux amis , ils se regardèrent . </s> <s> -- Sans doute , dit Mordaunt , il est sauvé ! </s> <s> Et il lui donna l' un sur le cheval à les deux amis . </s> <s> -- Qu' y a -t -il donc , dit d' Artagnan , et l' intendant est naturellement seul . </s> <s> -- Eh ! à le contraire , dit Porthos , en vérité vous le temps même , il vous a été obligé de la procureuse . </s> <s> -- Qu' il vous plaira , dit d' Artagnan , mais j' en ai voulu la voir ; </s> <s> je n' y étais point , mais encore d' un homme qui vous fait crédit . </s> <s> -- Non , dit Aramis , je vais le dire . </s> </p>
+<h2>Type/Token Ratio</h2><p>0.381</p>
+<h2>POS-based TTR</h2>
+<p>Verb TTR: 0.606</p>
+<p>Noun TTR: 0.611</p>
+<h2>Nominal/Verb Ratios</h2>
+<p>Nominal/Verb Ratio: 1.09</p>
+<p>Verb/Nominal Ratio: 0.92</p>
+<p>Adverb/Verb Ratio: 0.35</p>
+<p>Adj+Noun/Verb Ratio: 1.33</p>
+<h2>French Readability</h2>
+<p>{'Flesch-Douma': 90.43, 'LIX': 24.17, 'Kandel-Moles': 171.81}</p>
+<h2>Average Lengths</h2>
+<p>{'Average Word Length': 3.92, 'Average Sentence Length': 12.29}</p>
+<h2>POS Frequencies</h2>
+<p>Verb: 0.19</p>
+<p>Noun: 0.21</p>
+<p>Adjective: 0.05</p>
+<p>Adverb: 0.07</p>
+<h2>MSTTR</h2>
+<p>0.59</p>
+<h2>BZIP Compression Ratio</h2>
+<p>0.42</p>
+<h2>Word Entropy</h2>
+<p>6.32</p>
+<h2>Bigram Entropy</h2>
+<p>7.97</p>
+<h2>Constituency Parse Trees</h2>
+<div style="margin-bottom: 40px;">
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x="50%" y="16px">v</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">vais</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="80%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="28.8462%" y1="20px" y2="48px" /><svg width="42.3077%" x="57.6923%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP-OBJ</text></svg><svg width="45.4545%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">det</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">le</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="22.7273%" y1="20px" y2="48px" /><svg width="54.5455%" x="45.4545%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">vinf</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">dire</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="72.7273%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="78.8462%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="68.2927%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="55.4348%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="56.6265%" y1="20px" y2="48px" /><svg width="8.43373%" x="84.3373%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">.</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="88.5542%" y1="20px" y2="48px" /><svg width="7.22892%" x="92.7711%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="96.3855%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg>
+</div>
+<p>Avg tree depth: 8.48</p>
+<h2>Sentences Without a Tree</h2>
+<p>Number of exceptions: 5</p>
+<ul>
+<li><pre><s> <s> <s> 7<br>-- ponct <nul>@@<nul> 7<br>Place npp <nul>@@<nul> 7<br>! ponct <nul>@@<nul> 0<br>fit v VN@@<nul> 0<br>ironiquement adv <nul>@@<nul> 1<br>la det NP-OBJ@@Sint-MOD 1<br>reine nc <nul>@@<nul> 2<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 3<br>-- ponct <nul>@@<nul> 3<br>Vous pro NP-MOD@@<nul> 3<br>avez v VN@@<nul> 4<br>vu vpp <nul>@@<nul> 5<br>le det NP-OBJ@@VPpart 5<br>bourreau nc <nul>@@<nul> 6<br>? ponct <nul>@@<nul> 0<br>demanda vinf VN@@<nul> 0<br>Athos npp NP-SUJ@@Sint-MOD 1<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 2<br>-- ponct <nul>@@<nul> 2<br>Une det NP-OBJ@@<nul> 2<br>heure nc <nul>@@<nul> 3<br>? ponct <nul>@@<nul> 2<br>demanda v <nul>@@<nul> 2<br>d' p PP@@<nul> 1<br>Artagnan npp NP@@<nul> 2<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 4<br>Et cc COORD@@<nul> 4<br>il cls-suj VN@@<nul> 5<br>lui clo-a_obj <nul>@@<nul> 6<br>donna v <nul>@@<nul> 6<br>l' det NP@@<nul> 5<br>un pro <nul>@@<nul> 6<br>sur p PP@@<nul> 4<br>le det NP@@<nul> 5<br>cheval nc <nul>@@<nul> 6<br>à p PP@@<nul> 6<br>les det NP@@<nul> 7<br>deux adj <nul>@@<nul> 8<br>amis nc <nul>@@<nul> 8<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 7<br>-- ponct <nul>@@<nul> 7<br>Eh npp <nul>@@<nul> 7<br>! ponct <nul>@@<nul> 0<br>à p PP-MOD@@<nul> 0<br>le det NP@@<nul> 1<br>contraire nc <nul>@@<nul> 2<br>, ponct <nul>@@<nul> 2<br>dit v VPpart@@<nul> 2<br>Porthos npp NP@@<nul> 3<br>, ponct <nul>@@<nul> 4<br>en p PP@@<nul> 4<br>vérité nc NP@@<nul> 5<br>vous cls-suj NP@@<nul> 3<br>le det <nul>@@<nul> 4<br>temps nc <nul>@@<nul> 4<br>même adv <nul>@@<nul> 4<br>, ponct <nul>@@<nul> 4<br>il cls-suj VN@@<nul> 4<br>vous clo-a_obj <nul>@@<nul> 5<br>a v <nul>@@<nul> 5<br>été vpp <nul>@@<nul> 5<br>obligé vpp <nul>@@<nul> 5<br>de p PP-DE_OBJ@@<nul> 4<br>la det NP@@<nul> 5<br>procureuse nc <nul>@@<nul> 6<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+</ul>
+</body></html>
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+<html>
+<head><meta charset="UTF-8"><title>Analysis Report</title><style>body {text-decoration: none;}del, s {text-decoration: none !important;}</style></head>
+<body>
+<h3>sp_generated_temp_0.7_all_data_73m_tok_positional_const-epoch-5-val_loss-4.94.pt_500</h3>
+<h2>FILE TEXT</h2>
+<p>-- Je comprends , dit d' Artagnan , et nous ne sommes plus plus longtemps à le bon vin . </s> <s> -- À la bonne heure ! dit Mordaunt , c' est qu' il faut la plus simple . </s> <s> -- Oui , dit d' Artagnan . </s> <s> -- C' est bien , dit Mordaunt , et vous , c' est bien simple . </s> <s> -- Comment cela ? </s> <s> -- Je ne sais pas cela . </s> <s> -- Eh bien ! et c' est le bel homme de son maître . </s> <s> -- Combien de hommes ? </s> <s> -- On ne peut pas lui donner un second verre . </s> <s> -- Qui feraient venir le roi ? </s> <s> -- Si fait . </s> <s> -- Je ne le connais pas . </s> <s> -- Mais , dit Porthos . </s> <s> -- Oh ! dit Aramis , voilà un grand homme , et il est prêt . </s> <s> -- Eh bien ! dit Porthos , c' est vrai , c' est l' honneur . </s> <s> Et il ouvrit la porte et la porte s' ouvrit . </s> <s> -- Horreur ! dit d' Artagnan , pourquoi cela ? </s> <s> -- Parce que nous sommes perdus , dit Porthos . </s> <s> -- Ah ! ah ! dit Porthos , il y a de les amis . </s> <s> -- Et il , dit Porthos , qui , ou plutôt d' ordinaire , nous aussi , pas un tiers de l' autre . </s> <s> -- C' est bien , dit d' Artagnan . </s> <s> L' effet de sa puissance était achevée , il se mit à rire . </s> <s> -- À demain , dit -il , il était arrivé cette ville , et le visage de l' autre mit à rire . </s> <s> -- Holà ! dit d' Artagnan , siete Spagnuolo pas ici ! </s> <s> Tous les chevaux et les plus humbles respects à le roi . </s> <s> L' hôte ouvrit une porte de la porte , et tout en examina avec une glace . </s> <s> -- Qu' y a -t -il donc alors à me dire , dit d' Artagnan . </s> <s> -- Et où est cette dame ? demanda Athos . </s> <s> -- Mais , dit Athos , tu es un de mort , et tu me demandes pour que je veux obtenir de vous . </s> <s> -- En effet , dit le roi , tu me remis .» </s> <s> -- Non , mon ami , dit d' Artagnan . </s> <s> -- Quel homme ? demanda d' Artagnan . </s> <s> -- Oui , répondit Bernouin . </s> <s> Le jeune homme se précipita dans sa poche , et sortit . </s> <s> Les deux amis , à les sanglots , allèrent jusqu' à la porte de les serrures . </s> </p>
+<h2>Type/Token Ratio</h2><p>0.358</p>
+<h2>POS-based TTR</h2>
+<p>Verb TTR: 0.466</p>
+<p>Noun TTR: 0.646</p>
+<h2>Nominal/Verb Ratios</h2>
+<p>Nominal/Verb Ratio: 1.12</p>
+<p>Verb/Nominal Ratio: 0.89</p>
+<p>Adverb/Verb Ratio: 0.48</p>
+<p>Adj+Noun/Verb Ratio: 1.45</p>
+<h2>French Readability</h2>
+<p>{'Flesch-Douma': 98.76, 'LIX': 19.27, 'Kandel-Moles': 160.36}</p>
+<h2>Average Lengths</h2>
+<p>{'Average Word Length': 3.77, 'Average Sentence Length': 8.97}</p>
+<h2>POS Frequencies</h2>
+<p>Verb: 0.18</p>
+<p>Noun: 0.21</p>
+<p>Adjective: 0.06</p>
+<p>Adverb: 0.09</p>
+<h2>MSTTR</h2>
+<p>0.54</p>
+<h2>BZIP Compression Ratio</h2>
+<p>0.40</p>
+<h2>Word Entropy</h2>
+<p>6.06</p>
+<h2>Bigram Entropy</h2>
+<p>7.68</p>
+<h2>Constituency Parse Trees</h2>
+<div style="margin-bottom: 40px;">
+<svg baseProfile="full" height="408px" preserveAspectRatio="xMidYMid meet" style="font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;" version="1.1" viewBox="0,0,1120.0,408.0" width="1120px" xmlns="http://www.w3.org/2000/svg" xmlns:ev="http://www.w3.org/2001/xml-events" xmlns:xlink="http://www.w3.org/1999/xlink"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">SENT</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">SENT</text></svg><svg width="5%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">--</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line 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y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">NP</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">npp</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">Artagnan</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="64.2857%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="63.1579%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="31.0714%" y1="20px" y2="48px" /><svg width="5%" x="37.8571%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px">ponct</text></svg><svg width="100%" x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text 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+</div>
+<div style="margin-bottom: 40px;">
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x="0%" y="48px"><defs /><svg width="100%" x="0" y="0px"><defs /><text text-anchor="middle" x="50%" y="16px"></s></text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="97.479%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg>
+</div>
+<p>Avg tree depth: 7.38</p>
+<h2>Sentences Without a Tree</h2>
+<p>Number of exceptions: 6</p>
+<ul>
+<li><pre><s> <s> <s> 2<br>-- ponct <nul>@@<nul> 2<br>Je cls-suj VN@@<nul> 2<br>ne adv <nul>@@<nul> 3<br>le clo-obj <nul>@@<nul> 3<br>connais v <nul>@@<nul> 3<br>pas adv <nul>@@Sint-MOD 3<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 4<br>-- ponct <nul>@@<nul> 3<br>Eh npp <nul>@@<nul> 3<br>bien adv <nul>@@<nul> 3<br>! ponct <nul>@@<nul> 3<br>dit v VN@@<nul> 3<br>Porthos npp NP-OBJ@@<nul> 1<br>, ponct <nul>@@<nul> 2<br>c' cls-suj VN@@<nul> 2<br>est v <nul>@@<nul> 3<br>vrai adj AP-ATS@@VPpart 3<br>, ponct <nul>@@<nul> 1<br>c' cls-suj VN@@<nul> 1<br>est v <nul>@@<nul> 2<br>l' det NP-ATS@@Sint-MOD 2<br>honneur nc <nul>@@<nul> 3<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 3<br>-- ponct <nul>@@<nul> 3<br>Horreur npp <nul>@@<nul> 3<br>! ponct <nul>@@<nul> 0<br>dit v VN@@<nul> 0<br>d' p PP-DE_OBJ@@VPpart-MOD 1<br>Artagnan npp NP@@<nul> 2<br>, ponct <nul>@@<nul> 1<br>pourquoi cs PP-MOD@@<nul> 1<br>cela pro NP@@<nul> 2<br>? ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 9<br>-- ponct <nul>@@<nul> 8<br>Holà npp NP-MOD@@<nul> 8<br>! ponct <nul>@@<nul> 8<br>dit v VN@@<nul> 8<br>d' p PP@@<nul> 3<br>Artagnan npp NP@@<nul> 4<br>, ponct <nul>@@<nul> 3<br>siete nc NP@@<nul> 3<br>Spagnuolo npp <nul>@@<nul> 4<br>pas adv <nul>@@<nul> 4<br>ici adv <nul>@@<nul> 4<br>! ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 2<br>-- ponct <nul>@@<nul> 2<br>Non adv AP@@<nul> 2<br>, ponct <nul>@@<nul> 1<br>mon det NP@@<nul> 1<br>ami nc <nul>@@<nul> 2<br>, ponct <nul>@@<nul> 1<br>dit v <nul>@@<nul> 1<br>d' p <nul>@@<nul> 1<br>Artagnan npp NP@@<nul> 1<br>. ponct <nul>@@<nul> 1<br></s> </s> </s> 1<br></pre></li>
+<li><pre><s> <s> <s> 2<br>-- ponct <nul>@@<nul> 2<br>Quel adj <nul>@@<nul> 2<br>homme nc <nul>@@<nul> 2<br>? ponct <nul>@@<nul> 1<br>demanda v <nul>@@<nul> 1<br>d' p <nul>@@<nul> 1<br>Artagnan npp NP@@<nul> 1<br>. ponct <nul>@@<nul> 1<br></s> </s> </s> 1<br></pre></li>
+</ul>
+</body></html>
\ No newline at end of file
diff --git a/tania_scripts/tania-some-other-metrics.ipynb b/tania_scripts/tania-some-other-metrics.ipynb
index 7a3397a..8d797a8 100644
--- a/tania_scripts/tania-some-other-metrics.ipynb
+++ b/tania_scripts/tania-some-other-metrics.ipynb
@@ -2,15 +2,15 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 1,
- "id": "08e921a2-0786-4d22-987f-2fb85ace4050",
+ "execution_count": 133,
+ "id": "815a8e55-c951-408c-a18d-cc6b7c13fc64",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "../../compo-gpt-model/generated_texts/lp_generated_temp_0.7_all_data_73m_tok_pos_positional_const-epoch-4-train_loss-4.57-val_loss-4.97.pt_500\n"
+ "../../compo-gpt-model/generated_texts/sp_generated_temp_0.7_all_data_73m_tok_macrornn_positional_const-epoch-8-train_loss-4.61-val_loss-5.09.pt_500\n"
]
}
],
@@ -21,7 +21,7 @@
"sys.path.append(\"..\")\n",
"\n",
"# Use glob to resolve the wildcard pattern\n",
- "file_pattern = \"../../compo-gpt-model/generated_texts/lp_generated_temp_0.7_all_data_73m_tok_pos_positional_const*\"\n",
+ "file_pattern = \"../../compo-gpt-model/generated_texts/sp_generated_temp_0.7_all_data_73m_tok_macrornn_positional_const*\"\n",
"matching_files = glob.glob(file_pattern)\n",
"\n",
"if not matching_files:\n",
@@ -44,7 +44,7 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 134,
"id": "510c3726-366d-4e26-a2bb-b55391b473bd",
"metadata": {},
"outputs": [],
@@ -63,7 +63,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 135,
"id": "ee59c294-fdcd-429e-a126-734480d1b0ba",
"metadata": {},
"outputs": [],
@@ -89,7 +89,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 136,
"id": "b6ae41ef-116f-473d-b3f3-115d90fe65b7",
"metadata": {},
"outputs": [],
@@ -126,7 +126,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 137,
"id": "2a882cc9-8f9d-4457-becb-d2e26ab3f14f",
"metadata": {},
"outputs": [
@@ -145,7 +145,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 138,
"id": "8897dcc3-4218-4ee5-9984-17b9a6d8dce2",
"metadata": {},
"outputs": [],
@@ -201,7 +201,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 139,
"id": "1363f307-fa4b-43ba-93d5-2d1c11ceb9e4",
"metadata": {},
"outputs": [
@@ -222,7 +222,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 140,
"id": "1362e192-514a-4a77-a8cb-5c012026e2bb",
"metadata": {},
"outputs": [],
@@ -276,7 +276,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 141,
"id": "544ff6aa-4104-4580-a01f-97429ffcc228",
"metadata": {},
"outputs": [
@@ -366,7 +366,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 142,
"id": "b9052dc2-ce45-4af4-a0a0-46c60a13da12",
"metadata": {},
"outputs": [],
@@ -426,7 +426,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 143,
"id": "1e9dd0fb-db6a-47d1-8bfb-1015845f6d3e",
"metadata": {},
"outputs": [
@@ -436,7 +436,7 @@
"{'Flesch-Douma': 88.68, 'LIX': 11.55, 'Kandel-Moles': 5.86}"
]
},
- "execution_count": 11,
+ "execution_count": 143,
"metadata": {},
"output_type": "execute_result"
}
@@ -459,7 +459,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 144,
"id": "24bc84a5-b2df-4194-838a-8f24302599bd",
"metadata": {},
"outputs": [],
@@ -505,7 +505,7 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 145,
"id": "0cdb972f-31b6-4e7e-82a8-371eda344f2c",
"metadata": {},
"outputs": [
@@ -515,7 +515,7 @@
"{'Average Word Length': 3.79, 'Average Sentence Length': 7.0}"
]
},
- "execution_count": 13,
+ "execution_count": 145,
"metadata": {},
"output_type": "execute_result"
}
@@ -559,7 +559,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 146,
"id": "56af520c-d56b-404a-aebf-ad7c2a9ca503",
"metadata": {},
"outputs": [],
@@ -605,7 +605,7 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 147,
"id": "f7c8b125-4651-4b21-bcc4-93ef78a4239b",
"metadata": {},
"outputs": [
@@ -641,7 +641,7 @@
},
{
"cell_type": "code",
- "execution_count": 16,
+ "execution_count": 148,
"id": "daa17c33-adca-4695-90eb-741579382939",
"metadata": {},
"outputs": [],
@@ -660,7 +660,7 @@
},
{
"cell_type": "code",
- "execution_count": 17,
+ "execution_count": 149,
"id": "80d8fa08-6b7d-4ab7-85cd-987823639277",
"metadata": {},
"outputs": [
@@ -688,7 +688,7 @@
},
{
"cell_type": "code",
- "execution_count": 18,
+ "execution_count": 150,
"id": "c8bd9186-eab8-4ca6-93bd-82b260cd3d19",
"metadata": {},
"outputs": [],
@@ -703,7 +703,7 @@
},
{
"cell_type": "code",
- "execution_count": 19,
+ "execution_count": 151,
"id": "3f9c7dc7-6820-4013-a85c-2af4f846d4f5",
"metadata": {},
"outputs": [
@@ -731,7 +731,7 @@
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": 152,
"id": "65e1a630-c46e-4b18-9831-b97864de53ee",
"metadata": {},
"outputs": [],
@@ -751,7 +751,7 @@
},
{
"cell_type": "code",
- "execution_count": 21,
+ "execution_count": 153,
"id": "1612e911-12a8-47c9-b811-b2d6885c3647",
"metadata": {},
"outputs": [
@@ -780,7 +780,7 @@
},
{
"cell_type": "code",
- "execution_count": 22,
+ "execution_count": 154,
"id": "925a3a75-aaaa-4851-b77b-b42cb1e21e11",
"metadata": {},
"outputs": [],
@@ -795,7 +795,7 @@
},
{
"cell_type": "code",
- "execution_count": 23,
+ "execution_count": 155,
"id": "6fa60897-ad26-43b4-b8de-861290ca6bd3",
"metadata": {},
"outputs": [
@@ -821,7 +821,7 @@
},
{
"cell_type": "code",
- "execution_count": 24,
+ "execution_count": 156,
"id": "f3678462-e572-4ce5-8d3d-a5389b2356c8",
"metadata": {},
"outputs": [],
@@ -832,7 +832,7 @@
},
{
"cell_type": "code",
- "execution_count": 25,
+ "execution_count": 157,
"id": "b621b2a8-488f-44db-b085-fe156f453943",
"metadata": {},
"outputs": [
@@ -886,7 +886,7 @@
},
{
"cell_type": "code",
- "execution_count": 26,
+ "execution_count": 158,
"id": "79f99787-c220-4f1d-93a9-59230363ec3f",
"metadata": {},
"outputs": [],
@@ -917,7 +917,7 @@
},
{
"cell_type": "code",
- "execution_count": 27,
+ "execution_count": 159,
"id": "f567efb0-8b0b-4782-9345-052cf1785776",
"metadata": {},
"outputs": [],
@@ -936,159 +936,1224 @@
},
{
"cell_type": "code",
- "execution_count": 28,
+ "execution_count": 160,
"id": "8d4ecba9-89b8-4000-a061-aa16aa68a404",
"metadata": {},
+ "outputs": [],
+ "source": [
+ "from transform import *\n",
+ "\n",
+ "def visualize_const_prediction(column_text):\n",
+ " parsed, tokenlist = parse_sentence_block(column_text)\n",
+ " tree = AttachJuxtaposeTree.totree(tokenlist, 'SENT')\n",
+ " #AttachJuxtaposeTree.action2tree(tree, parsed).pretty_print()\n",
+ " nltk_tree = AttachJuxtaposeTree.action2tree(tree, parsed)\n",
+ " # Convert the tree to SVG format\n",
+ " svg_tree = nltk_tree._repr_svg_()\n",
+ "\n",
+ " # Check if the svg already has a style attribute and modify it, or add the background-color if not\n",
+ " if 'style=\"' in svg_tree:\n",
+ " # If there's already a style attribute, add background-color white to it\n",
+ " svg_tree_with_bg = re.sub(r'(<svg[^>]*style=\"[^\"]*)\"', r'\\1; background-color: white;\"', svg_tree)\n",
+ " else:\n",
+ " # If there's no style attribute, add a new style with background-color white\n",
+ " svg_tree_with_bg = svg_tree.replace('<svg', '<svg style=\"background-color: white;\"')\n",
+ " depth = nltk_tree.height() - 1 # NLTK includes the leaf level as height 1, so subtract 1 for tree depth \n",
+ " print(\"Tree depth:\", depth)\n",
+ " display(SVG(svg_tree_with_bg))\n",
+ " return svg_tree_with_bg, depth"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 161,
+ "id": "bc51ab44-6885-45cc-bad2-6a43a7791fdb",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def readFile(filepath):\n",
+ " with open(filepath, \"r\") as inf:\n",
+ " sentences = []\n",
+ " current_sentence = []\n",
+ " for line in inf:\n",
+ " print(line)\n",
+ " cols = line.strip().split('\\t')\n",
+ "\n",
+ " if not cols or len(cols) != 4:\n",
+ " continue\n",
+ " token = cols[0]\n",
+ " \n",
+ " if token == '<s>':\n",
+ " current_sentence = [cols]\n",
+ " elif token == '</s>':\n",
+ " if current_sentence:\n",
+ " sentences.append(current_sentence + [cols])\n",
+ " else:\n",
+ " current_sentence.append(cols)\n",
+ " return sentences"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "673d6a76-42a0-4dcd-9c54-ae18710a032a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 162,
+ "id": "729d7671-02be-443b-94ee-ddc79284aac4",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def prepare_file_to_evaluate(file_conll):\n",
+ " sents = readFile(file_conll)\n",
+ " print(\"NUMBER OF SENTS: \", len(sents))\n",
+ " file_text = ''\n",
+ " triple_strings = []\n",
+ " for sent in sents:\n",
+ " sent_lst = ['\\t'.join(word)+'\\n' for word in sent]\n",
+ " triple_str = ''.join(sent_lst)\n",
+ " sent_text = ' '.join([word[0] for word in sent]) + ' '\n",
+ " file_text += sent_text\n",
+ " triple_strings.append(triple_str)\n",
+ " return file_text, triple_strings\n",
+ " "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f917f981-213b-495b-8a96-3b1b74582e13",
+ "metadata": {},
+ "source": [
+ "## Apply all metrics to text files"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 163,
+ "id": "adc5bba6-3cef-4024-b25c-b8e9fea868ec",
+ "metadata": {},
"outputs": [
{
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "/home/tatiana.bladier/compo-text-eval/tania_scripts/supar/structs/fn.py:295: FutureWarning: `torch.cuda.amp.custom_fwd(args...)` is deprecated. Please use `torch.amp.custom_fwd(args..., device_type='cuda')` instead.\n",
- " @torch.cuda.amp.custom_fwd(cast_inputs=torch.float)\n",
- "/home/tatiana.bladier/compo-text-eval/tania_scripts/supar/structs/fn.py:303: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.\n",
- " @torch.cuda.amp.custom_bwd\n",
- "/home/tatiana.bladier/compo-text-eval/tania_scripts/supar/structs/fn.py:315: FutureWarning: `torch.cuda.amp.custom_fwd(args...)` is deprecated. Please use `torch.amp.custom_fwd(args..., device_type='cuda')` instead.\n",
- " @torch.cuda.amp.custom_fwd(cast_inputs=torch.float)\n",
- "/home/tatiana.bladier/compo-text-eval/tania_scripts/supar/structs/fn.py:322: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.\n",
- " @torch.cuda.amp.custom_bwd\n",
- "/home/tatiana.bladier/compo-text-eval/tania_scripts/supar/structs/fn.py:335: FutureWarning: `torch.cuda.amp.custom_fwd(args...)` is deprecated. Please use `torch.amp.custom_fwd(args..., device_type='cuda')` instead.\n",
- " @torch.cuda.amp.custom_fwd(cast_inputs=torch.float)\n",
- "/home/tatiana.bladier/compo-text-eval/tania_scripts/supar/structs/fn.py:342: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.\n",
- " @torch.cuda.amp.custom_bwd\n",
- "/home/tatiana.bladier/compo-text-eval/tania_scripts/supar/structs/fn.py:352: FutureWarning: `torch.cuda.amp.custom_fwd(args...)` is deprecated. Please use `torch.amp.custom_fwd(args..., device_type='cuda')` instead.\n",
- " @torch.cuda.amp.custom_fwd(cast_inputs=torch.float)\n",
- "/home/tatiana.bladier/compo-text-eval/tania_scripts/supar/structs/fn.py:365: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.\n",
- " @torch.cuda.amp.custom_bwd\n"
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "<s> ||| END OF PROMPT: ||| \n",
+ "\n",
+ "[['<s>', '<s>', '<s>', '0']]\n",
+ "\n",
+ "\n",
+ "\n",
+ "mais\tcc\tCOORD@@<nul>\t0\n",
+ "\n",
+ "calme\tnc\tNP@@<nul>\t1\n",
+ "\n",
+ ".\tponct\t<nul>@@SENT\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t1\n",
+ "\n",
+ "--\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "Bien\tadv\t<nul>@@<nul>\t0\n",
+ "\n",
+ "!\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "plus\tadv\tAP-ATS@@<nul>\t0\n",
+ "\n",
+ "sage\tadj\t<nul>@@<nul>\t1\n",
+ "\n",
+ "d'\tp\tPP@@<nul>\t1\n",
+ "\n",
+ "abord\tnc\tNP@@<nul>\t2\n",
+ "\n",
+ ";\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "j'\tcls-suj\tVN@@<nul>\t0\n",
+ "\n",
+ "en\tclo\t<nul>@@<nul>\t1\n",
+ "\n",
+ "place\tv\t<nul>@@<nul>\t1\n",
+ "\n",
+ "à\tp\tPP-A_OBJ@@Sint-MOD\t1\n",
+ "\n",
+ "le\tdet\tNP@@<nul>\t2\n",
+ "\n",
+ "ciel\tnc\t<nul>@@<nul>\t3\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t1\n",
+ "\n",
+ "--\tponct\t<nul>@@<nul>\t1\n",
+ "\n",
+ "Je\tcls-suj\tVN@@<nul>\t1\n",
+ "\n",
+ "vous\tclo\t<nul>@@<nul>\t2\n",
+ "\n",
+ "demander\tv\t<nul>@@<nul>\t2\n",
+ "\n",
+ "pardon\tadj\t<nul>@@Sint-MOD\t2\n",
+ "\n",
+ "de\tp\tPP-DE_OBJ@@<nul>\t2\n",
+ "\n",
+ "le\tdet\tNP@@<nul>\t3\n",
+ "\n",
+ "moins\tadv\tAP@@<nul>\t4\n",
+ "\n",
+ ";\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "mais\tcc\tCOORD@@<nul>\t0\n",
+ "\n",
+ "en\tp\tPP@@<nul>\t1\n",
+ "\n",
+ "avez\tvpr\tVN@@<nul>\t2\n",
+ "\n",
+ "-\tponct\t<nul>@@VPpart\t3\n",
+ "\n",
+ "vous\tcls-suj\tP+@@<nul>\t3\n",
+ "\n",
+ "en\tclo\t<nul>@@<nul>\t4\n",
+ "\n",
+ "bras\tnc\t<nul>@@<nul>\t4\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t1\n",
+ "\n",
+ "Mordaunt\tnpp\tNP-OBJ@@<nul>\t1\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t2\n",
+ "\n",
+ "qui\tprorel\tNP-SUJ@@<nul>\t2\n",
+ "\n",
+ "ne\tadv\tVN@@Srel\t3\n",
+ "\n",
+ "nous\tclo-a_obj\t<nul>@@<nul>\t4\n",
+ "\n",
+ "quitter\tv\t<nul>@@<nul>\t4\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t3\n",
+ "\n",
+ "nous\tcls-suj\tVN@@<nul>\t3\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t4\n",
+ "\n",
+ "et\tcc\tCOORD@@<nul>\t4\n",
+ "\n",
+ "que\tcs\tSsub-OBJ@@<nul>\t5\n",
+ "\n",
+ "ce\tcls-suj\tNP-SUJ@@<nul>\t6\n",
+ "\n",
+ "n'\tadv\tVN@@Sint\t7\n",
+ "\n",
+ "est\tv\t<nul>@@<nul>\t8\n",
+ "\n",
+ "pas\tadv\t<nul>@@<nul>\t7\n",
+ "\n",
+ "de\tdet\tPP-DE_OBJ@@<nul>\t7\n",
+ "\n",
+ "les\tdet\tNP@@<nul>\t8\n",
+ "\n",
+ "barils\tnc\t<nul>@@<nul>\t9\n",
+ "\n",
+ ";\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "mais\tcc\tCOORD@@<nul>\t0\n",
+ "\n",
+ "nous\tcls-suj\tVN@@<nul>\t1\n",
+ "\n",
+ "sommes\tv\t<nul>@@<nul>\t2\n",
+ "\n",
+ "bien\tadv\t<nul>@@<nul>\t1\n",
+ "\n",
+ "tard\tadv\t<nul>@@<nul>\t1\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t1\n",
+ "\n",
+ "Porthos\tnpp\tNP-OBJ@@<nul>\t1\n",
+ "\n",
+ "et\tcc\tCOORD@@<nul>\t2\n",
+ "\n",
+ "Aramis\tnpp\tNP@@<nul>\t3\n",
+ "\n",
+ "</s>\t</s>\t</s>\t4\n",
+ "\n",
+ "<s>\t<s>\t<s>\t4\n",
+ "\n",
+ "--\tponct\t<nul>@@<nul>\t4\n",
+ "\n",
+ "Oui\tadj\t<nul>@@<nul>\t4\n",
+ "\n",
+ ",\tponct\tCOORD@@<nul>\t2\n",
+ "\n",
+ "dit\tv\tVN@@<nul>\t3\n",
+ "\n",
+ "Porthos\tnpp\tNP@@<nul>\t3\n",
+ "\n",
+ ",\tponct\tCOORD@@<nul>\t2\n",
+ "\n",
+ "c'\tcls-suj\tVN@@<nul>\t3\n",
+ "\n",
+ "est\tv\t<nul>@@<nul>\t4\n",
+ "\n",
+ "moi\tadj\tAP-ATS@@<nul>\t3\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t1\n",
+ "\n",
+ "Porthos\tnpp\t<nul>@@<nul>\t1\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t1\n",
+ "\n",
+ "qui\tprorel\tNP-SUJ@@<nul>\t1\n",
+ "\n",
+ "reconnut\tv\tVN@@Srel\t2\n",
+ "\n",
+ "Mordaunt\tnpp\tNP-OBJ@@<nul>\t2\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t1\n",
+ "\n",
+ "--\tponct\t<nul>@@<nul>\t1\n",
+ "\n",
+ "Qu'\tprorel\tNP-OBJ@@<nul>\t1\n",
+ "\n",
+ "y\tcls-suj\tVN@@Srel\t2\n",
+ "\n",
+ "a\tv\t<nul>@@<nul>\t3\n",
+ "\n",
+ "-t\tvpp\t<nul>@@<nul>\t3\n",
+ "\n",
+ "-il\tcls\tVPinf-OBJ::VN@@<nul>\t2\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t3\n",
+ "\n",
+ "</s>\t</s>\t</s>\t3\n",
+ "\n",
+ "<s>\t<s>\t<s>\t3\n",
+ "\n",
+ "Porthos\tnpp\t<nul>@@<nul>\t1\n",
+ "\n",
+ "et\tcc\tCOORD@@<nul>\t1\n",
+ "\n",
+ "Aramis\tnpp\tNP@@<nul>\t2\n",
+ "\n",
+ "alors\tadv\t<nul>@@<nul>\t1\n",
+ "\n",
+ "?\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "demanda\tv\tVN@@<nul>\t0\n",
+ "\n",
+ "Aramis\tnpp\tNP-SUJ@@Sint-MOD\t1\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t0\n",
+ "\n",
+ "Aramis\tnpp\tNP-MOD@@<nul>\t0\n",
+ "\n",
+ "ne\tadv\tVN@@<nul>\t1\n",
+ "\n",
+ "répondit\tv\t<nul>@@<nul>\t2\n",
+ "\n",
+ "pas\tadv\t<nul>@@VPpart\t2\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t0\n",
+ "\n",
+ "Porthos\tnpp\tNP-MOD@@<nul>\t0\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t1\n",
+ "\n",
+ "n'\tadv\tVN@@<nul>\t1\n",
+ "\n",
+ "osant\tv\t<nul>@@<nul>\t2\n",
+ "\n",
+ "quitter\tvinf\tVN@@VPpart\t2\n",
+ "\n",
+ "le\tdet\tNP-OBJ@@VPinf-OBJ\t3\n",
+ "\n",
+ "dernier\tadj\t<nul>@@<nul>\t4\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t4\n",
+ "\n",
+ "et\tcc\tCOORD@@<nul>\t4\n",
+ "\n",
+ "regardant\tv\tVN@@<nul>\t5\n",
+ "\n",
+ "d'\tp\tPP-DE_OBJ@@<nul>\t5\n",
+ "\n",
+ "Artagnan\tnpp\tNP@@<nul>\t6\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t0\n",
+ "\n",
+ "Porthos\tnpp\tNP-MOD@@<nul>\t0\n",
+ "\n",
+ "et\tcc\tCOORD@@<nul>\t1\n",
+ "\n",
+ "Aramis\tnpp\tNP@@<nul>\t2\n",
+ "\n",
+ "lui\tclo-a_obj\tVN@@<nul>\t1\n",
+ "\n",
+ "passa\tv\t<nul>@@<nul>\t2\n",
+ "\n",
+ "à\tp\tPP-A_OBJ@@VPpart\t2\n",
+ "\n",
+ "travers\tnc\tNP@@<nul>\t3\n",
+ "\n",
+ "un\tdet\tNP-OBJ@@<nul>\t2\n",
+ "\n",
+ "coup\tnc\t<nul>@@<nul>\t3\n",
+ "\n",
+ "de\tp\tPP@@<nul>\t3\n",
+ "\n",
+ "le\tdet\tNP@@<nul>\t4\n",
+ "\n",
+ "doigt\tnc\t<nul>@@<nul>\t5\n",
+ "\n",
+ "Mordaunt\tnpp\t<nul>@@<nul>\t5\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t0\n",
+ "\n",
+ "Athos\tnpp\tNP-MOD@@<nul>\t0\n",
+ "\n",
+ "ne\tadv\tVN@@<nul>\t1\n",
+ "\n",
+ "bougea\tv\t<nul>@@<nul>\t2\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t2\n",
+ "\n",
+ "</s>\t</s>\t</s>\t2\n",
+ "\n",
+ "<s>\t<s>\t<s>\t2\n",
+ "\n",
+ "Mordaunt\tnpp\t<nul>@@<nul>\t2\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t2\n",
+ "\n",
+ "suivi\tnc\t<nul>@@<nul>\t2\n",
+ "\n",
+ "d'\tp\tPP@@<nul>\t1\n",
+ "\n",
+ "Artagnan\tnpp\tNP@@<nul>\t2\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t3\n",
+ "\n",
+ "c'\tcls-suj\tVN@@<nul>\t3\n",
+ "\n",
+ "était\tv\t<nul>@@<nul>\t4\n",
+ "\n",
+ "Planchet\tadj\tNP-OBJ@@<nul>\t4\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t4\n",
+ "\n",
+ "</s>\t</s>\t</s>\t4\n",
+ "\n",
+ "<s>\t<s>\t<s>\t4\n",
+ "\n",
+ "Aramis\tnpp\t<nul>@@<nul>\t3\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t3\n",
+ "\n",
+ "tout\tadv\tNP@@<nul>\t3\n",
+ "\n",
+ "en\tp\t<nul>@@<nul>\t4\n",
+ "\n",
+ "ce\tdet\t<nul>@@<nul>\t4\n",
+ "\n",
+ "moment\tnc\t<nul>@@<nul>\t4\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t3\n",
+ "\n",
+ "Aramis\tnpp\tNP@@<nul>\t3\n",
+ "\n",
+ "qu'\tcs\t<nul>@@<nul>\t4\n",
+ "\n",
+ "il\tcls-suj\tVN@@<nul>\t4\n",
+ "\n",
+ "était\tv\t<nul>@@<nul>\t5\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t5\n",
+ "\n",
+ "mais\tcc\tCOORD@@<nul>\t4\n",
+ "\n",
+ "le\tdet\tNP@@<nul>\t5\n",
+ "\n",
+ "Gascon\tnpp\t<nul>@@<nul>\t6\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t0\n",
+ "\n",
+ "Athos\tnpp\tNP-MOD@@<nul>\t0\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "à\tp\tPP-MOD@@<nul>\t0\n",
+ "\n",
+ "le\tdet\tNP@@<nul>\t1\n",
+ "\n",
+ "moment\tnc\t<nul>@@<nul>\t2\n",
+ "\n",
+ "où\tprorel\tNP-MOD@@<nul>\t2\n",
+ "\n",
+ "il\tcls-suj\tVN@@Srel\t3\n",
+ "\n",
+ "était\tv\t<nul>@@<nul>\t4\n",
+ "\n",
+ "d'\tp\tPP-OBJ@@<nul>\t3\n",
+ "\n",
+ "Artagnan\tnpp\tVN@@<nul>\t4\n",
+ "\n",
+ "Mazarin\tnpp\tNP-OBJ@@VPinf\t5\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t6\n",
+ "\n",
+ "lui\tpro\tNP@@<nul>\t6\n",
+ "\n",
+ "avait\tv\t<nul>@@<nul>\t6\n",
+ "\n",
+ "arrêté\tvpp\tVPpart@@<nul>\t6\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t0\n",
+ "\n",
+ "à\tp\tPP-MOD@@<nul>\t0\n",
+ "\n",
+ "le\tdet\tNP@@<nul>\t1\n",
+ "\n",
+ "contraire\tnc\t<nul>@@<nul>\t2\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "Porthos\tnpp\tNP-MOD@@<nul>\t0\n",
+ "\n",
+ "et\tcc\tCOORD@@<nul>\t1\n",
+ "\n",
+ "Aramis\tnpp\tNP@@<nul>\t2\n",
+ "\n",
+ "en\tp\tPP@@<nul>\t1\n",
+ "\n",
+ "s'\tclr\tVN@@<nul>\t2\n",
+ "\n",
+ "adressant\tvinf\t<nul>@@<nul>\t3\n",
+ "\n",
+ "à\tp\tPP-A_OBJ@@VPinf\t3\n",
+ "\n",
+ "Athos\tnpp\tNP@@<nul>\t4\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t0\n",
+ "\n",
+ "Athos\tnpp\tNP-MOD@@<nul>\t0\n",
+ "\n",
+ "s'\tclr\tVN@@<nul>\t1\n",
+ "\n",
+ "inclina\tv\t<nul>@@<nul>\t2\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t2\n",
+ "\n",
+ "</s>\t</s>\t</s>\t2\n",
+ "\n",
+ "<s>\t<s>\t<s>\t2\n",
+ "\n",
+ "Aramis\tnpp\t<nul>@@<nul>\t1\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "inquiet\tnc\tNP-MOD@@<nul>\t0\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t1\n",
+ "\n",
+ "et\tcc\tCOORD@@<nul>\t1\n",
+ "\n",
+ "calme\tnc\tNP@@<nul>\t2\n",
+ "\n",
+ ",\tponct\tCOORD@@<nul>\t1\n",
+ "\n",
+ "comme\tp\tPP@@<nul>\t2\n",
+ "\n",
+ "un\tdet\tNP@@<nul>\t3\n",
+ "\n",
+ "homme\tnc\t<nul>@@<nul>\t4\n",
+ "\n",
+ "à\tp\tPP@@<nul>\t4\n",
+ "\n",
+ "le\tdet\tNP@@<nul>\t5\n",
+ "\n",
+ "milieu\tnc\t<nul>@@<nul>\t6\n",
+ "\n",
+ "de\tp\tPP@@<nul>\t6\n",
+ "\n",
+ "les\tdet\tNP@@<nul>\t7\n",
+ "\n",
+ "assistants\tnc\t<nul>@@<nul>\t8\n",
+ "\n",
+ ",\tponct\tCOORD@@<nul>\t1\n",
+ "\n",
+ "il\tcls-suj\tVN@@<nul>\t2\n",
+ "\n",
+ "parut\tv\t<nul>@@<nul>\t3\n",
+ "\n",
+ "ordinaire\tadj\tAP-ATS@@<nul>\t2\n",
+ "\n",
+ "deux\tdet\tNP-OBJ@@<nul>\t2\n",
+ "\n",
+ "autres\tadj\t<nul>@@<nul>\t3\n",
+ "\n",
+ "de\tp\tPP@@<nul>\t3\n",
+ "\n",
+ "le\tdet\tNP@@<nul>\t4\n",
+ "\n",
+ "voir\tvinf\t<nul>@@<nul>\t5\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t0\n",
+ "\n",
+ "Sa\tdet\tNP-MOD@@<nul>\t0\n",
+ "\n",
+ "Majesté\tnc\t<nul>@@<nul>\t1\n",
+ "\n",
+ "?\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t1\n",
+ "\n",
+ "--\tponct\t<nul>@@<nul>\t1\n",
+ "\n",
+ "Non\tadv\tAP@@<nul>\t1\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t0\n",
+ "\n",
+ "--\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "Ah\tadj\tNP-MOD@@<nul>\t0\n",
+ "\n",
+ "!\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "dit\tv\t<nul>@@<nul>\t0\n",
+ "\n",
+ "Athos\tnpp\tNP-MOD@@<nul>\t0\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t0\n",
+ "\n",
+ "Porthos\tnpp\tNP-MOD@@<nul>\t0\n",
+ "\n",
+ "et\tcc\tCOORD@@<nul>\t1\n",
+ "\n",
+ "Aramis\tnpp\tNP@@<nul>\t2\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t1\n",
+ "\n",
+ "ayant\tvpr\tVN@@<nul>\t1\n",
+ "\n",
+ "entendu\tvpp\t<nul>@@<nul>\t2\n",
+ "\n",
+ ",\tponct\t<nul>@@VPpart\t2\n",
+ "\n",
+ "je\tcls-suj\tVN@@<nul>\t2\n",
+ "\n",
+ "l'\tclo-obj\t<nul>@@<nul>\t3\n",
+ "\n",
+ "un\tclo-a_obj\t<nul>@@<nul>\t3\n",
+ "\n",
+ "de\tp\t<nul>@@<nul>\t3\n",
+ "\n",
+ "les\tdet\t<nul>@@<nul>\t3\n",
+ "\n",
+ "plus\tadv\t<nul>@@<nul>\t3\n",
+ "\n",
+ "lamentable\tadj\t<nul>@@<nul>\t3\n",
+ "\n",
+ "de\tp\tPP-DE_OBJ@@Sint-MOD\t3\n",
+ "\n",
+ "les\tdet\tNP@@<nul>\t4\n",
+ "\n",
+ "gens\tnc\t<nul>@@<nul>\t5\n",
+ "\n",
+ "d'\tp\tPP@@<nul>\t5\n",
+ "\n",
+ "Artagnan\tnpp\tNP@@<nul>\t6\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t3\n",
+ "\n",
+ "à\tp\tPP-MOD@@<nul>\t2\n",
+ "\n",
+ "le\tdet\tNP@@<nul>\t3\n",
+ "\n",
+ "lieu\tnc\t<nul>@@<nul>\t4\n",
+ "\n",
+ "de\tp\tPP@@<nul>\t4\n",
+ "\n",
+ "les\tdet\tNP@@<nul>\t5\n",
+ "\n",
+ "mousquets\tnc\t<nul>@@<nul>\t6\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t0\n",
+ "\n",
+ "--\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "À\tp\tPP-MOD@@<nul>\t0\n",
+ "\n",
+ "partir\tvinf\tVN@@<nul>\t1\n",
+ "\n",
+ "?\tponct\t<nul>@@VPinf\t2\n",
+ "\n",
+ "demanda\tvinf\tVN@@<nul>\t2\n",
+ "\n",
+ "Athos\tnpp\tNP-OBJ@@Sint-MOD\t3\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t0\n",
+ "\n",
+ "--\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "Non\tadv\t<nul>@@<nul>\t0\n",
+ "\n",
+ ",\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "dit\tv\tVN@@<nul>\t0\n",
+ "\n",
+ "Porthos\tnpp\tNP-SUJ@@Sint-MOD\t1\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t0\n",
+ "\n",
+ "Grimaud\tnpp\tNP-MOD@@<nul>\t0\n",
+ "\n",
+ "n'\tadv\tVN@@<nul>\t1\n",
+ "\n",
+ "avait\tv\t<nul>@@<nul>\t2\n",
+ "\n",
+ "entendu\tvpp\t<nul>@@<nul>\t2\n",
+ "\n",
+ "dire\tvinf\tVN@@<nul>\t2\n",
+ "\n",
+ "qu'\tcs\tSsub-OBJ@@VPinf-OBJ\t3\n",
+ "\n",
+ "ils\tcls-suj\tVN@@<nul>\t4\n",
+ "\n",
+ "baisèrent\tv\t<nul>@@<nul>\t5\n",
+ "\n",
+ ",\tponct\t<nul>@@Sint\t5\n",
+ "\n",
+ "on\tcls-suj\t<nul>@@<nul>\t2\n",
+ "\n",
+ "était\tv\t<nul>@@<nul>\t2\n",
+ "\n",
+ "un\tdet\tNP-ATS@@<nul>\t1\n",
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+ "\n",
+ "respecterai\tv\t<nul>@@<nul>\t4\n",
+ "\n",
+ "comme\tp\tPP-MOD@@<nul>\t3\n",
+ "\n",
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+ "le\tclo-obj\t<nul>@@<nul>\t5\n",
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+ ".\tponct\t<nul>@@<nul>\t5\n",
+ "\n",
+ "</s>\t</s>\t</s>\t5\n",
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+ "\n",
+ "?\tponct\t<nul>@@<nul>\t5\n",
+ "\n",
+ "demanda\tv\t<nul>@@<nul>\t5\n",
+ "\n",
+ "Athos\tnpp\tNP-OBJ@@VPinf\t5\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
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+ ",\tponct\t<nul>@@<nul>\t0\n",
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+ "vous\tcls-suj\tVN@@<nul>\t0\n",
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+ "d'\tp\tPP-DE_OBJ@@Sint-MOD\t2\n",
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+ "\n",
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+ "un\tdet\tNP@@<nul>\t2\n",
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+ "autre\tadj\t<nul>@@<nul>\t5\n",
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+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
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+ "<s>\t<s>\t<s>\t0\n",
+ "\n",
+ "--\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "Eh\tnpp\t<nul>@@<nul>\t0\n",
+ "\n",
+ "bien?\tadv\t<nul>@@<nul>\t0\n",
+ "\n",
+ "dit\tvpp\t<nul>@@<nul>\t0\n",
+ "\n",
+ "Athos\tnpp\tNP-MOD@@<nul>\t0\n",
+ "\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "\n",
+ "</s>\t</s>\t</s>\t0\n",
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+ "frissonna\tv\t<nul>@@<nul>\t0\n",
+ "\n",
+ "de\tp\t<nul>@@<nul>\t0\n",
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+ ",\tponct\t<nul>@@<nul>\t0\n",
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+ "\n",
+ "les\tdet\tNP@@<nul>\t4\n",
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+ "qui\tprorel\tNP-SUJ@@<nul>\t5\n",
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+ "\n",
+ "lui\tpro\tVN@@<nul>\t1\n",
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+ "\n",
+ "</s>\t</s>\t</s>\t2\n",
+ "\n",
+ "<s>\t<s>\t<s>\t1\n",
+ "\n",
+ "Porthos\tnpp\tNP-OBJ@@<nul>\t1\n",
+ "\n",
+ "salua\tnpp\t<nul>@@<nul>\t2\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ "<s> mais calme . </s> <s> -- Bien ! plus sage d' abord ; j' en place à le ciel . </s> <s> -- Je vous demander pardon de le moins ; mais en avez - vous en bras . </s> <s> Mordaunt , qui ne nous quitter , nous , et que ce n' est pas de les barils ; mais nous sommes bien tard . </s> <s> Porthos et Aramis </s> <s> -- Oui , dit Porthos , c' est moi . </s> <s> Porthos , qui reconnut Mordaunt . </s> <s> -- Qu' y a -t -il . </s> <s> Porthos et Aramis alors ? demanda Aramis . </s> <s> Aramis ne répondit pas . </s> <s> Porthos , n' osant quitter le dernier , et regardant d' Artagnan . </s> <s> Porthos et Aramis lui passa à travers un coup de le doigt Mordaunt . </s> <s> Athos ne bougea . </s> <s> Mordaunt , suivi d' Artagnan , c' était Planchet . </s> <s> Aramis , tout en ce moment , Aramis qu' il était , mais le Gascon . </s> <s> Athos , à le moment où il était d' Artagnan Mazarin , lui avait arrêté . </s> <s> à le contraire , Porthos et Aramis en s' adressant à Athos . </s> <s> Athos s' inclina . </s> <s> Aramis , inquiet , et calme , comme un homme à le milieu de les assistants , il parut ordinaire deux autres de le voir . </s> <s> Sa Majesté ? </s> <s> -- Non . </s> <s> -- Ah ! dit Athos . </s> <s> Porthos et Aramis , ayant entendu , je l' un de les plus lamentable de les gens d' Artagnan , à le lieu de les mousquets . </s> <s> -- À partir ? demanda Athos . </s> <s> -- Non , dit Porthos . </s> <s> Grimaud n' avait entendu dire qu' ils baisèrent , on était un de les plus grandes inquiétudes . </s> <s> -- Eh bien ! dit Athos , qui ne se mariait point . </s> <s> Mordaunt regarda un instant après . </s> <s> -- Eh bien ? demanda Porthos . </s> <s> Mordaunt salua respectueusement . </s> <s> Mordaunt fit un signe de les deux hommes qui se dresser pour ne pas répondre . </s> <s> -- Qu' avez -vous donc encore aujourd'hui ? demanda Porthos . </s> <s> -- Je suis un de les hommes fort rapide comme ; mais , à l' un de les hommes , vous les respecterai comme ils le cortège . </s> <s> -- Vous ? demanda Athos . </s> <s> -- Oui , vous , monsieur , je vous en promets d' Artagnan , comme un homme sans l' autre . </s> <s> -- Eh bien? dit Athos . </s> <s> Porthos frissonna de Winter , qui , à l' un de les deux vigoureux qui me l' a , lui . </s> <s> Porthos salua\n",
+ "NUMBER OF SENTS: 37\n",
+ "FILE TEXT: mais calme . </s> <s> -- Bien ! plus sage d' abord ; j' en place à le ciel . </s> <s> -- Je vous demander pardon de le moins ; mais en avez - vous en bras . </s> <s> Mordaunt , qui ne nous quitter , nous , et que ce n' est pas de les barils ; mais nous sommes bien tard . </s> <s> Porthos et Aramis </s> <s> -- Oui , dit Porthos , c' est moi . </s> <s> Porthos , qui reconnut Mordaunt . </s> <s> -- Qu' y a -t -il . </s> <s> Porthos et Aramis alors ? demanda Aramis . </s> <s> Aramis ne répondit pas . </s> <s> Porthos , n' osant quitter le dernier , et regardant d' Artagnan . </s> <s> Porthos et Aramis lui passa à travers un coup de le doigt Mordaunt . </s> <s> Athos ne bougea . </s> <s> Mordaunt , suivi d' Artagnan , c' était Planchet . </s> <s> Aramis , tout en ce moment , Aramis qu' il était , mais le Gascon . </s> <s> Athos , à le moment où il était d' Artagnan Mazarin , lui avait arrêté . </s> <s> à le contraire , Porthos et Aramis en s' adressant à Athos . </s> <s> Athos s' inclina . </s> <s> Aramis , inquiet , et calme , comme un homme à le milieu de les assistants , il parut ordinaire deux autres de le voir . </s> <s> Sa Majesté ? </s> <s> -- Non . </s> <s> -- Ah ! dit Athos . </s> <s> Porthos et Aramis , ayant entendu , je l' un de les plus lamentable de les gens d' Artagnan , à le lieu de les mousquets . </s> <s> -- À partir ? demanda Athos . </s> <s> -- Non , dit Porthos . </s> <s> Grimaud n' avait entendu dire qu' ils baisèrent , on était un de les plus grandes inquiétudes . </s> <s> -- Eh bien ! dit Athos , qui ne se mariait point . </s> <s> Mordaunt regarda un instant après . </s> <s> -- Eh bien ? demanda Porthos . </s> <s> Mordaunt salua respectueusement . </s> <s> Mordaunt fit un signe de les deux hommes qui se dresser pour ne pas répondre . </s> <s> -- Qu' avez -vous donc encore aujourd'hui ? demanda Porthos . </s> <s> -- Je suis un de les hommes fort rapide comme ; mais , à l' un de les hommes , vous les respecterai comme ils le cortège . </s> <s> -- Vous ? demanda Athos . </s> <s> -- Oui , vous , monsieur , je vous en promets d' Artagnan , comme un homme sans l' autre . </s> <s> -- Eh bien? dit Athos . </s> <s> Porthos frissonna de Winter , qui , à l' un de les deux vigoureux qui me l' a , lui . </s> \n",
+ "Type/Token Ratio: 0.346\n",
+ "Verb TTR: 0.700\n",
+ "Noun TTR: 0.430\n",
+ "Nominal/Verb Ratio: 1.58\n",
+ "Verb/Nominal Ratio: 0.63\n",
+ "Adverb/Verb Ratio: 0.56\n",
+ "Adj+Noun/Verb Ratio: 1.96\n",
+ "Verb Frequency: 0.15\n",
+ "Noun Frequency: 0.25\n",
+ "Adj Frequency: 0.09\n",
+ "Adv Frequency: 0.06\n",
+ "MSTTR: 0.5233333333333333\n",
+ "BZIP: 0.3920105355575066\n",
+ "WORD ENTROPY: 5.96626633613605\n",
+ "BIGRAM ENTROPY: 7.616034712695767\n",
+ "Tree depth: 6\n"
+ ]
+ },
+ {
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+ ],
+ "text/plain": [
+ "<IPython.core.display.SVG object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Tree depth: 12\n"
]
- }
- ],
- "source": [
- "from transform import *\n",
- "\n",
- "def visualize_const_prediction(column_text):\n",
- " parsed, tokenlist = parse_sentence_block(column_text)\n",
- " tree = AttachJuxtaposeTree.totree(tokenlist, 'SENT')\n",
- " #AttachJuxtaposeTree.action2tree(tree, parsed).pretty_print()\n",
- " nltk_tree = AttachJuxtaposeTree.action2tree(tree, parsed)\n",
- " # Convert the tree to SVG format\n",
- " svg_tree = nltk_tree._repr_svg_()\n",
- "\n",
- " # Check if the svg already has a style attribute and modify it, or add the background-color if not\n",
- " if 'style=\"' in svg_tree:\n",
- " # If there's already a style attribute, add background-color white to it\n",
- " svg_tree_with_bg = re.sub(r'(<svg[^>]*style=\"[^\"]*)\"', r'\\1; background-color: white;\"', svg_tree)\n",
- " else:\n",
- " # If there's no style attribute, add a new style with background-color white\n",
- " svg_tree_with_bg = svg_tree.replace('<svg', '<svg style=\"background-color: white;\"')\n",
- " depth = nltk_tree.height() - 1 # NLTK includes the leaf level as height 1, so subtract 1 for tree depth \n",
- " print(\"Tree depth:\", depth)\n",
- " display(SVG(svg_tree_with_bg))\n",
- " return svg_tree_with_bg "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 29,
- "id": "bc51ab44-6885-45cc-bad2-6a43a7791fdb",
- "metadata": {},
- "outputs": [],
- "source": [
- "def readFile(filepath):\n",
- " with open(filepath, \"r\") as inf:\n",
- " sentences = []\n",
- " current_sentence = []\n",
- " for line in inf:\n",
- " cols = line.strip().split('\\t')\n",
- "\n",
- " if not cols or len(cols) != 4:\n",
- " continue\n",
- " token = cols[0]\n",
- " \n",
- " if token == '<s>':\n",
- " current_sentence = [cols]\n",
- " elif token == '</s>':\n",
- " if current_sentence:\n",
- " sentences.append(current_sentence + [cols])\n",
- " else:\n",
- " current_sentence.append(cols)\n",
- " return sentences"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "673d6a76-42a0-4dcd-9c54-ae18710a032a",
- "metadata": {},
- "outputs": [],
- "source": [
- "\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 30,
- "id": "729d7671-02be-443b-94ee-ddc79284aac4",
- "metadata": {},
- "outputs": [],
- "source": [
- "def prepare_file_to_evaluate(file_conll):\n",
- " sents = readFile(file_conll)\n",
- " print(\"NUMBER OF SENTS: \", len(sents))\n",
- " file_text = ''\n",
- " triple_strings = []\n",
- " for sent in sents:\n",
- " sent_lst = ['\\t'.join(word)+'\\n' for word in sent]\n",
- " triple_str = ''.join(sent_lst)\n",
- " sent_text = ' '.join([word[0] for word in sent]) + ' '\n",
- " file_text += sent_text\n",
- " triple_strings.append(triple_str)\n",
- " return file_text, triple_strings\n",
- " "
- ]
- },
- {
- "cell_type": "markdown",
- "id": "f917f981-213b-495b-8a96-3b1b74582e13",
- "metadata": {},
- "source": [
- "## Apply all metrics to text files"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 31,
- "id": "adc5bba6-3cef-4024-b25c-b8e9fea868ec",
- "metadata": {},
- "outputs": [
+ },
+ {
+ "data": {
+ "image/svg+xml": [
+ "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:ev=\"http://www.w3.org/2001/xml-events\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" baseProfile=\"full\" height=\"600px\" preserveAspectRatio=\"xMidYMid meet\" style=\"font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;\" version=\"1.1\" viewBox=\"0,0,1472.0,600.0\" width=\"1472px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">SENT</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"70.1087%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"3.87597%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" 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- "NUMBER OF SENTS: 25\n",
- "FILE TEXT: <s> il fit un mouvement pour leur faire de les fuir . </s> <s> -- Ah ! ah ! dit Porthos , voici justement ce qui se fait à nous rendre , pivot ! </s> <s> Et il frappa à son frère et attendit que le roi avait fait l' un et l' autre . </s> <s> On ne s' était pas trompé , à ce qu' il l' avait dit , le premier était entré . </s> <s> Athos remonta l' épaule de le premier , et le regarda . </s> <s> -- Voilà une légère affaire , dit Aramis , que vous avez entendu parler à Dieu la mort , et j' y avais bien peur . </s> <s> -- À le fait , dit Athos , nous ne sommes pas de les plus dévoués , sur le moins en même moment que nous sommes . </s> <s> Il nous a dit , que je le sais , il a vue si on ne l' est arrivé dans le monde . </s> <s> À le bout de la porte , un silence sans doute , la voix se trouvait , à le contraire de la mort . </s> <s> -- Ah ! fit Mordaunt . </s> <s> Et il ajouta l' homme qui venait de se coucher , en effet , il s' assit à la tête . </s> <s> -- Qu' est -il donc là ? dit Athos . </s> <s> -- Ils n' ont pas encore vu la reine ? demanda son fils . </s> <s> -- Oui , ah ! dit Athos , il n' y a pas d' Artagnan de la mort . </s> <s> -- C' est vous , monsieur d' Artagnan , dit d' Artagnan , la chose m' a bien voulu vous faire . </s> <s> -- Certes , dit Porthos , je ne vous répondrai pas à les épées . </s> <s> -- Et , dit Aramis , vous irez à la peine , car ce n' est pas vous qui m' avez fait de les autres . </s> <s> -- Eh bien ! dit d' Artagnan , vous avez donc remarqué ? </s> <s> -- Dame ! dit Porthos , cela ne vous a pas avoué ce qu' il avait fait cette pauvre fille , j' ai une condition . </s> <s> -- Pourquoi , Sire ? demanda Aramis avec une voix altérée . </s> <s> -- Est -ce que vous ne dites pas un homme ? dit Cromwell . </s> <s> -- Eh ! </s> <s> -- Non , dit d' Artagnan , il y a un de les Écossais , et cela ne peut pas être faits . </s> <s> -- Non , dit Aramis , je ne vous demande pas de réponse à M. le comte . </s> <s> Mordaunt s' arrêta . </s> \n",
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- "Adj+Noun/Verb Ratio: 0.99\n",
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- "MSTTR: 0.5866666666666667\n",
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- "WORD ENTROPY: 6.279097384490374\n",
- "BIGRAM ENTROPY: 8.036916120508694\n",
- "Tree depth: 10\n"
+ "Tree depth: 8\n"
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1101,13 +2166,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 10\n"
+ "Tree depth: 6\n"
]
},
{
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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1126,7 +2191,7 @@
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1139,13 +2204,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 9\n"
+ "Tree depth: 6\n"
]
},
{
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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1158,13 +2223,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 11\n"
+ "Tree depth: 6\n"
]
},
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1177,13 +2242,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 12\n"
+ "Tree depth: 10\n"
]
},
{
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y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">PP-DE_OBJ</text></svg><svg width=\"20%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">de</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"10%\" y1=\"20px\" y2=\"48px\"/><svg width=\"80%\" x=\"20%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP</text></svg><svg width=\"25%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" 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x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">le</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"4.23729%\" y1=\"20px\" y2=\"48px\"/><svg width=\"28.8136%\" x=\"8.47458%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">AP</text></svg><svg width=\"41.1765%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">adv</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">moins</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"20.5882%\" y1=\"20px\" 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text-anchor=\"middle\" x=\"50%\" y=\"16px\">que</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"8.62069%\" y1=\"20px\" y2=\"48px\"/><svg width=\"82.7586%\" x=\"17.2414%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Sint</text></svg><svg width=\"70.8333%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">VN</text></svg><svg width=\"52.9412%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">cls-suj</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">nous</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"26.4706%\" y1=\"20px\" y2=\"48px\"/><svg width=\"47.0588%\" x=\"52.9412%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">v</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">sommes</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"76.4706%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"35.4167%\" y1=\"20px\" y2=\"48px\"/><svg width=\"29.1667%\" x=\"70.8333%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">.</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" 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stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"2.38095%\" y1=\"20px\" y2=\"48px\"/><svg width=\"82.8571%\" x=\"4.7619%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-MOD</text></svg><svg width=\"10.3448%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">npp</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Porthos</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"5.17241%\" y1=\"20px\" y2=\"48px\"/><svg width=\"8.04598%\" x=\"10.3448%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">,</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"14.3678%\" y1=\"20px\" y2=\"48px\"/><svg width=\"81.6092%\" x=\"18.3908%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">VPpart</text></svg><svg width=\"16.9014%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">VN</text></svg><svg width=\"41.6667%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">adv</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">n'</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" 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@@ -1196,13 +2261,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 13\n"
+ "Tree depth: 8\n"
]
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],
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"<IPython.core.display.SVG object>"
@@ -1215,13 +2280,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 6\n"
]
},
{
"data": {
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y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"82.7273%\" y1=\"20px\" y2=\"48px\"/><svg width=\"10.9091%\" x=\"89.0909%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"94.5455%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1240,7 +2305,26 @@
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width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">la</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"22.7273%\" y1=\"20px\" y2=\"48px\"/><svg width=\"54.5455%\" x=\"45.4545%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">nc</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">tête</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"72.7273%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"60.7143%\" y1=\"20px\" y2=\"48px\"/></svg><line 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text-anchor=\"middle\" x=\"50%\" y=\"16px\">était</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"78.125%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"21.6216%\" y1=\"20px\" y2=\"48px\"/><svg width=\"67.5676%\" x=\"32.4324%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">PP-OBJ</text></svg><svg width=\"8%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">p</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">d'</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"4%\" y1=\"20px\" y2=\"48px\"/><svg width=\"92%\" x=\"8%\" y=\"48px\"><defs/><svg width=\"100%\" 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+ "Tree depth: 11\n"
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@@ -1278,7 +2400,7 @@
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],
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"<IPython.core.display.SVG object>"
@@ -1291,13 +2413,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 8\n"
+ "Tree depth: 4\n"
]
},
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1310,13 +2432,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 8\n"
+ "Tree depth: 10\n"
]
},
{
"data": {
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@@ -1329,13 +2451,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 8\n"
+ "Tree depth: 7\n"
]
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1354,7 +2476,7 @@
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"<IPython.core.display.SVG object>"
@@ -1367,13 +2489,70 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 8\n"
+ "Tree depth: 9\n"
+ ]
+ },
+ {
+ "data": {
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1386,13 +2565,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 7\n"
+ "Tree depth: 10\n"
]
},
{
"data": {
"image/svg+xml": [
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stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"2.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"7%\" x=\"5%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">--</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"8.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"10%\" x=\"12%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Pourquoi</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" 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text-anchor=\"middle\" x=\"50%\" y=\"16px\">prorel</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">qui</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"6.55738%\" y1=\"20px\" y2=\"48px\"/><svg width=\"22.9508%\" x=\"13.1148%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">VN</text></svg><svg width=\"35.7143%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">clr</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">se</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" 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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1405,13 +2584,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 6\n"
+ "Tree depth: 10\n"
]
},
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1424,13 +2603,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 4\n"
+ "Tree depth: 8\n"
]
},
{
"data": {
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"<IPython.core.display.SVG object>"
@@ -1443,13 +2622,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 8\n"
+ "Tree depth: 4\n"
]
},
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1462,13 +2641,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 10\n"
]
},
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1481,91 +2660,83 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Number of sentences without a tree: 4\n",
+ "Number of sentences without a tree: 6\n",
"Exceptions: \n",
- "<s>\t<s>\t<s>\t6\n",
- "il\tcls-suj\tP+@@<nul>\t6\n",
- "fit\tv\t<nul>@@<nul>\t7\n",
- "un\tdet\tNP@@PP\t7\n",
- "mouvement\tnc\t<nul>@@<nul>\t8\n",
- "pour\tp\tPP-MOD@@<nul>\t3\n",
- "leur\tdet\tNP@@<nul>\t4\n",
- "faire\tvinf\t<nul>@@<nul>\t5\n",
- "de\tp\tPP@@<nul>\t5\n",
- "les\tdet\tNP@@<nul>\t6\n",
- "fuir\tvinf\t<nul>@@<nul>\t7\n",
+ "<s>\t<s>\t<s>\t4\n",
+ "--\tponct\t<nul>@@<nul>\t4\n",
+ "Oui\tadj\t<nul>@@<nul>\t4\n",
+ ",\tponct\tCOORD@@<nul>\t2\n",
+ "dit\tv\tVN@@<nul>\t3\n",
+ "Porthos\tnpp\tNP@@<nul>\t3\n",
+ ",\tponct\tCOORD@@<nul>\t2\n",
+ "c'\tcls-suj\tVN@@<nul>\t3\n",
+ "est\tv\t<nul>@@<nul>\t4\n",
+ "moi\tadj\tAP-ATS@@<nul>\t3\n",
".\tponct\t<nul>@@<nul>\t0\n",
"</s>\t</s>\t</s>\t0\n",
"\n",
- "<s>\t<s>\t<s>\t3\n",
- "Il\tcls-suj\tP+@@<nul>\t3\n",
- "nous\tclo-a_obj\t<nul>@@<nul>\t4\n",
- "a\tv\t<nul>@@<nul>\t4\n",
- "dit\tvpp\tNP@@<nul>\t4\n",
- ",\tponct\t<nul>@@<nul>\t4\n",
- "que\tcs\t<nul>@@<nul>\t4\n",
- "je\tcls-suj\tNP@@PP\t4\n",
- "le\tclo-obj\t<nul>@@<nul>\t5\n",
- "sais\tv\t<nul>@@<nul>\t5\n",
+ "<s>\t<s>\t<s>\t2\n",
+ "Mordaunt\tnpp\t<nul>@@<nul>\t2\n",
+ ",\tponct\t<nul>@@<nul>\t2\n",
+ "suivi\tnc\t<nul>@@<nul>\t2\n",
+ "d'\tp\tPP@@<nul>\t1\n",
+ "Artagnan\tnpp\tNP@@<nul>\t2\n",
+ ",\tponct\t<nul>@@<nul>\t3\n",
+ "c'\tcls-suj\tVN@@<nul>\t3\n",
+ "était\tv\t<nul>@@<nul>\t4\n",
+ "Planchet\tadj\tNP-OBJ@@<nul>\t4\n",
+ ".\tponct\t<nul>@@<nul>\t4\n",
+ "</s>\t</s>\t</s>\t4\n",
+ "\n",
+ "<s>\t<s>\t<s>\t4\n",
+ "Aramis\tnpp\t<nul>@@<nul>\t3\n",
+ ",\tponct\t<nul>@@<nul>\t3\n",
+ "tout\tadv\tNP@@<nul>\t3\n",
+ "en\tp\t<nul>@@<nul>\t4\n",
+ "ce\tdet\t<nul>@@<nul>\t4\n",
+ "moment\tnc\t<nul>@@<nul>\t4\n",
+ ",\tponct\t<nul>@@<nul>\t3\n",
+ "Aramis\tnpp\tNP@@<nul>\t3\n",
+ "qu'\tcs\t<nul>@@<nul>\t4\n",
+ "il\tcls-suj\tVN@@<nul>\t4\n",
+ "était\tv\t<nul>@@<nul>\t5\n",
",\tponct\t<nul>@@<nul>\t5\n",
- "il\tcls-suj\tVN@@<nul>\t5\n",
- "a\tv\t<nul>@@<nul>\t6\n",
- "vue\tvpp\t<nul>@@<nul>\t6\n",
- "si\tcs\tSsub-OBJ@@Sint-MOD\t6\n",
- "on\tcls-suj\tVN@@<nul>\t7\n",
- "ne\tadv\t<nul>@@<nul>\t8\n",
- "l'\tclo-obj\t<nul>@@<nul>\t8\n",
- "est\tv\t<nul>@@<nul>\t8\n",
- "arrivé\tvpp\t<nul>@@<nul>\t8\n",
- "dans\tp\tPP-MOD@@Sint\t8\n",
- "le\tdet\tNP@@<nul>\t9\n",
- "monde\tnc\t<nul>@@<nul>\t10\n",
+ "mais\tcc\tCOORD@@<nul>\t4\n",
+ "le\tdet\tNP@@<nul>\t5\n",
+ "Gascon\tnpp\t<nul>@@<nul>\t6\n",
".\tponct\t<nul>@@<nul>\t0\n",
"</s>\t</s>\t</s>\t0\n",
"\n",
"<s>\t<s>\t<s>\t3\n",
"--\tponct\t<nul>@@<nul>\t3\n",
- "C'\tcls-suj\t<nul>@@<nul>\t3\n",
- "est\tv\t<nul>@@<nul>\t3\n",
- "vous\tpro\t<nul>@@Sint\t3\n",
- ",\tponct\t<nul>@@<nul>\t3\n",
- "monsieur\tadj\tAP-ATS@@<nul>\t3\n",
- "d'\tp\tPP@@<nul>\t4\n",
- "Artagnan\tnpp\tNP@@<nul>\t5\n",
- ",\tponct\t<nul>@@<nul>\t3\n",
- "dit\tv\tVN@@<nul>\t3\n",
- "d'\tp\tPP-DE_OBJ@@<nul>\t3\n",
- "Artagnan\tnpp\tNP@@<nul>\t4\n",
- ",\tponct\t<nul>@@<nul>\t3\n",
- "la\tdet\tNP-OBJ@@<nul>\t3\n",
- "chose\tnc\t<nul>@@<nul>\t4\n",
- "m'\tclr\tVN@@<nul>\t4\n",
- "a\tv\t<nul>@@<nul>\t5\n",
- "bien\tadv\t<nul>@@<nul>\t5\n",
- "voulu\tvpp\t<nul>@@<nul>\t5\n",
- "vous\tpro\tADV+@@Sint-MOD\t5\n",
- "faire\tvinf\t<nul>@@<nul>\t6\n",
+ "Eh\tnpp\t<nul>@@<nul>\t3\n",
+ "bien\tadv\t<nul>@@<nul>\t3\n",
+ "?\tponct\t<nul>@@<nul>\t0\n",
+ "demanda\tv\t<nul>@@<nul>\t0\n",
+ "Porthos\tnpp\tNP-MOD@@<nul>\t0\n",
".\tponct\t<nul>@@<nul>\t0\n",
"</s>\t</s>\t</s>\t0\n",
"\n",
- "<s>\t<s>\t<s>\t4\n",
- "--\tponct\t<nul>@@<nul>\t4\n",
- "Non\tadv\t<nul>@@<nul>\t4\n",
- ",\tponct\t<nul>@@<nul>\t1\n",
- "dit\tv\tVN@@<nul>\t1\n",
- "Aramis\tnpp\tNP-SUJ@@Sint-MOD\t2\n",
- ",\tponct\t<nul>@@<nul>\t3\n",
- "je\tcls-suj\tVN@@<nul>\t3\n",
- "ne\tadv\t<nul>@@<nul>\t4\n",
- "vous\tclo-a_obj\t<nul>@@<nul>\t4\n",
- "demande\tv\t<nul>@@<nul>\t4\n",
- "pas\tadv\t<nul>@@Sint\t4\n",
- "de\tdet\tPP-DE_OBJ@@<nul>\t4\n",
- "réponse\tnc\tNP@@<nul>\t5\n",
- "à\tp\tPP@@<nul>\t4\n",
- "M.\tnpp\tNP@@<nul>\t5\n",
- "le\tdet\tNP-OBJ@@<nul>\t2\n",
- "comte\tnc\t<nul>@@<nul>\t3\n",
+ "<s>\t<s>\t<s>\t6\n",
+ "--\tponct\t<nul>@@<nul>\t6\n",
+ "Qu'\tprorel\tNP-OBJ@@<nul>\t6\n",
+ "avez\tv\tVN@@Srel\t7\n",
+ "-vous\tpro\tNP-OBJ@@<nul>\t6\n",
+ "donc\tadv\t<nul>@@<nul>\t7\n",
+ "encore\tadv\t<nul>@@<nul>\t7\n",
+ "aujourd'hui\tadj\t<nul>@@<nul>\t7\n",
+ "?\tponct\t<nul>@@<nul>\t0\n",
+ "demanda\tv\t<nul>@@<nul>\t0\n",
+ "Porthos\tnpp\tNP-MOD@@<nul>\t0\n",
+ ".\tponct\t<nul>@@<nul>\t0\n",
+ "</s>\t</s>\t</s>\t0\n",
+ "\n",
+ "<s>\t<s>\t<s>\t5\n",
+ "--\tponct\t<nul>@@<nul>\t5\n",
+ "Vous\tpro\t<nul>@@<nul>\t5\n",
+ "?\tponct\t<nul>@@<nul>\t5\n",
+ "demanda\tv\t<nul>@@<nul>\t5\n",
+ "Athos\tnpp\tNP-OBJ@@VPinf\t5\n",
".\tponct\t<nul>@@<nul>\t0\n",
"</s>\t</s>\t</s>\t0\n",
"\n"
@@ -1579,6 +2750,7 @@
"triple_strings_concat = ''.join(triple_strings)\n",
"#print(\"TRIPLE STRINGS: \", triple_strings_concat)\n",
"print(\"FILE TEXT: \", file_text)\n",
+ "\n",
"ttr = compute_ttr_cleaned(triple_strings_concat)\n",
"print(f\"Type/Token Ratio: {ttr:.3f}\")\n",
"\n",
@@ -1626,13 +2798,13 @@
"print(\"Exceptions: \")\n",
"for exc in excepts:\n",
" print(exc)\n",
- " \n",
+ "\n",
"\n"
]
},
{
"cell_type": "code",
- "execution_count": 35,
+ "execution_count": 164,
"id": "24a66303-252b-4cdd-8445-df8657e3795f",
"metadata": {},
"outputs": [],
@@ -1642,7 +2814,7 @@
},
{
"cell_type": "code",
- "execution_count": 36,
+ "execution_count": 165,
"id": "7ce36a9e-fe62-4de1-a0b6-92cfda9d6cc3",
"metadata": {},
"outputs": [
@@ -1650,13 +2822,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 10\n"
+ "Tree depth: 6\n"
]
},
{
"data": {
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1669,13 +2841,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 10\n"
+ "Tree depth: 6\n"
]
},
{
"data": {
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1694,7 +2866,7 @@
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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1707,13 +2879,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 9\n"
+ "Tree depth: 12\n"
]
},
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1726,13 +2898,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 11\n"
+ "Tree depth: 8\n"
]
},
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1745,13 +2917,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 12\n"
+ "Tree depth: 6\n"
]
},
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1764,13 +2936,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 13\n"
+ "Tree depth: 8\n"
]
},
{
"data": {
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+ "text/plain": [
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+ ]
+ },
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+ },
+ {
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+ "output_type": "stream",
+ "text": [
+ "Tree depth: 8\n"
+ ]
+ },
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"<IPython.core.display.SVG object>"
@@ -1827,7 +3037,7 @@
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+ "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:ev=\"http://www.w3.org/2001/xml-events\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" baseProfile=\"full\" height=\"312px\" preserveAspectRatio=\"xMidYMid meet\" style=\"font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;\" version=\"1.1\" viewBox=\"0,0,304.0,312.0\" width=\"304px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">SENT</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"13.1579%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"6.57895%\" y1=\"20px\" y2=\"48px\"/><svg width=\"86.8421%\" x=\"13.1579%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-MOD</text></svg><svg width=\"21.2121%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">npp</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Athos</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"10.6061%\" y1=\"20px\" y2=\"48px\"/><svg width=\"78.7879%\" x=\"21.2121%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">VN</text></svg><svg width=\"19.2308%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">adv</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ne</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"9.61538%\" y1=\"20px\" y2=\"48px\"/><svg width=\"30.7692%\" x=\"19.2308%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">v</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">bougea</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"34.6154%\" y1=\"20px\" y2=\"48px\"/><svg width=\"26.9231%\" x=\"50%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">.</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"63.4615%\" y1=\"20px\" y2=\"48px\"/><svg width=\"23.0769%\" x=\"76.9231%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"88.4615%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"60.6061%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"56.5789%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1840,13 +3050,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 10\n"
]
},
{
"data": {
"image/svg+xml": [
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"<IPython.core.display.SVG object>"
@@ -1865,7 +3075,7 @@
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1878,13 +3088,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 8\n"
+ "Tree depth: 6\n"
]
},
{
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@@ -1897,13 +3107,32 @@
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+ "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:ev=\"http://www.w3.org/2001/xml-events\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" baseProfile=\"full\" height=\"216px\" preserveAspectRatio=\"xMidYMid meet\" style=\"font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;\" version=\"1.1\" viewBox=\"0,0,256.0,216.0\" width=\"256px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">SENT</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"15.625%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"7.8125%\" y1=\"20px\" y2=\"48px\"/><svg width=\"43.75%\" x=\"15.625%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-MOD</text></svg><svg width=\"35.7143%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Sa</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"17.8571%\" y1=\"20px\" y2=\"48px\"/><svg width=\"64.2857%\" x=\"35.7143%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">nc</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Majesté</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"67.8571%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"37.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"21.875%\" x=\"59.375%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">?</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"70.3125%\" y1=\"20px\" y2=\"48px\"/><svg width=\"18.75%\" x=\"81.25%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"90.625%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1922,7 +3151,7 @@
{
"data": {
"image/svg+xml": [
- "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:ev=\"http://www.w3.org/2001/xml-events\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" baseProfile=\"full\" height=\"264px\" preserveAspectRatio=\"xMidYMid meet\" style=\"font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;\" version=\"1.1\" viewBox=\"0,0,800.0,264.0\" width=\"800px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">SENT</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"5%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg></svg><line 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x2=\"26.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"5%\" x=\"30%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">v</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">dit</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"32.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"4%\" x=\"35%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">p</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">d'</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"37%\" y1=\"20px\" y2=\"48px\"/><svg width=\"10%\" x=\"39%\" 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y1=\"20px\" y2=\"48px\"/><svg width=\"6%\" x=\"94%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"97%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
+ "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:ev=\"http://www.w3.org/2001/xml-events\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" baseProfile=\"full\" height=\"264px\" preserveAspectRatio=\"xMidYMid meet\" style=\"font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;\" version=\"1.1\" viewBox=\"0,0,240.0,264.0\" width=\"240px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">SENT</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"56.6667%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"29.4118%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"14.7059%\" y1=\"20px\" y2=\"48px\"/><svg width=\"41.1765%\" x=\"29.4118%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">--</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/><svg width=\"29.4118%\" x=\"70.5882%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">AP</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">adv</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Non</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"85.2941%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"28.3333%\" y1=\"20px\" y2=\"48px\"/><svg width=\"23.3333%\" x=\"56.6667%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">.</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"68.3333%\" y1=\"20px\" y2=\"48px\"/><svg width=\"20%\" x=\"80%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"90%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1935,13 +3164,32 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 8\n"
+ "Tree depth: 4\n"
+ ]
+ },
+ {
+ "data": {
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+ "Tree depth: 10\n"
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1960,7 +3208,64 @@
{
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x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">altérée</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"77.5%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"61.5385%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"61.7647%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"70%\" y1=\"20px\" y2=\"48px\"/><svg width=\"7%\" x=\"87%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">.</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" 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y=\"16px\"></s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"96.9072%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1979,7 +3284,7 @@
{
"data": {
"image/svg+xml": [
- "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:ev=\"http://www.w3.org/2001/xml-events\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" baseProfile=\"full\" height=\"312px\" preserveAspectRatio=\"xMidYMid meet\" style=\"font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;\" version=\"1.1\" viewBox=\"0,0,824.0,312.0\" width=\"824px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">SENT</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"4.85437%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"2.42718%\" y1=\"20px\" y2=\"48px\"/><svg width=\"6.79612%\" x=\"4.85437%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">--</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"8.25243%\" y1=\"20px\" y2=\"48px\"/><svg width=\"4.85437%\" x=\"11.6505%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">nc</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Est</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"14.0777%\" y1=\"20px\" y2=\"48px\"/><svg width=\"49.5146%\" x=\"16.5049%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-MOD</text></svg><svg width=\"9.80392%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">-ce</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"4.90196%\" y1=\"20px\" y2=\"48px\"/><svg width=\"90.1961%\" x=\"9.80392%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" 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stroke=\"black\" x1=\"50%\" x2=\"70.8333%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"86.9565%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"54.902%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"41.2621%\" y1=\"20px\" y2=\"48px\"/><svg width=\"6.79612%\" x=\"66.0194%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">?</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"69.4175%\" y1=\"20px\" y2=\"48px\"/><svg width=\"4.85437%\" x=\"72.8155%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">v</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">dit</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"75.2427%\" y1=\"20px\" y2=\"48px\"/><svg width=\"9.70874%\" x=\"77.6699%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-MOD</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">npp</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Cromwell</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"82.5243%\" y1=\"20px\" y2=\"48px\"/><svg width=\"6.79612%\" x=\"87.3786%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">.</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"90.7767%\" y1=\"20px\" y2=\"48px\"/><svg width=\"5.82524%\" x=\"94.1748%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"97.0874%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
+ "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:ev=\"http://www.w3.org/2001/xml-events\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" baseProfile=\"full\" height=\"312px\" preserveAspectRatio=\"xMidYMid meet\" style=\"font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;\" version=\"1.1\" viewBox=\"0,0,464.0,312.0\" width=\"464px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">SENT</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"8.62069%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"><s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"4.31034%\" y1=\"20px\" y2=\"48px\"/><svg width=\"17.2414%\" x=\"8.62069%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">npp</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Mordaunt</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"17.2414%\" y1=\"20px\" y2=\"48px\"/><svg width=\"15.5172%\" x=\"25.8621%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">v</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">regarda</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"33.6207%\" y1=\"20px\" y2=\"48px\"/><svg width=\"58.6207%\" x=\"41.3793%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">NP-MOD</text></svg><svg width=\"14.7059%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">det</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">un</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"7.35294%\" y1=\"20px\" y2=\"48px\"/><svg width=\"26.4706%\" x=\"14.7059%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">nc</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">instant</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"27.9412%\" y1=\"20px\" y2=\"48px\"/><svg width=\"58.8235%\" x=\"41.1765%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">PP</text></svg><svg width=\"35%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">p</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">après</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"17.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"35%\" x=\"35%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">ponct</text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">.</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"52.5%\" y1=\"20px\" y2=\"48px\"/><svg width=\"30%\" x=\"70%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg><svg width=\"100%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\"></s></text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"85%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"70.5882%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"70.6897%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1998,7 +3303,45 @@
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2030,13 +3373,32 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 4\n"
+ ]
+ },
+ {
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2049,7 +3411,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "✅ All results written to /home/tatiana.bladier/compo-text-eval/tania_scripts/analysis_report_lp_generated_temp_0.7_all_data_73m_tok_pos_positional_const-epoch-4-train_loss-4.57-val_loss-4.97.pt_500.html\n"
+ "✅ All results written to /home/tatiana.bladier/compo-text-eval/tania_scripts/analysis_report_sp_generated_temp_0.7_all_data_73m_tok_macrornn_positional_const-epoch-8-train_loss-4.61-val_loss-5.09.pt_500.html\n"
]
}
],
@@ -2125,15 +3487,23 @@
"excepts = []\n",
"html_lines.append('<h2>Constituency Parse Trees</h2>')\n",
"\n",
+ "tree_depth = []\n",
+ "\n",
"for triple_str in triple_strings:\n",
" try:\n",
- " svg_output = visualize_const_prediction(triple_str)\n",
+ " svg_output, depth = visualize_const_prediction(triple_str)\n",
+ " tree_depth.append(depth)\n",
" html_lines.append('<div style=\"margin-bottom: 40px;\">')\n",
" html_lines.append(svg_output)\n",
" html_lines.append('</div>')\n",
" except Exception as e:\n",
" excepts.append(triple_str)\n",
"\n",
+ "avg_tree_depth = sum(tree_depth) / len(tree_depth) \n",
+ "\n",
+ "html_lines.append(f'<p>Avg tree depth: {(avg_tree_depth):.2f}</p>')\n",
+ "\n",
+ "\n",
"html_lines.append('<h2>Sentences Without a Tree</h2>')\n",
"html_lines.append(f'<p>Number of exceptions: {len(excepts)}</p>')\n",
"\n",
@@ -2177,6 +3547,14 @@
"metadata": {},
"outputs": [],
"source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "31e63667-ded0-48ff-be36-b2d201fbe229",
+ "metadata": {},
+ "outputs": [],
+ "source": []
}
],
"metadata": {
--
GitLab