diff --git a/tania_scripts/.ipynb_checkpoints/evals_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-checkpoint.html b/tania_scripts/.ipynb_checkpoints/evals_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-checkpoint.html
deleted file mode 100644
index b22ef8408e273982e344e920b64be6762a69b805..0000000000000000000000000000000000000000
--- a/tania_scripts/.ipynb_checkpoints/evals_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-checkpoint.html
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <body>
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- </body>
- </html>
-
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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 471b3f68560118e610ba4e5d543e371ac3258bb6..7a3397a73e4ae1c034675efa43ed2574fa58b39a 100644
--- a/tania_scripts/.ipynb_checkpoints/tania-some-other-metrics-checkpoint.ipynb
+++ b/tania_scripts/.ipynb_checkpoints/tania-some-other-metrics-checkpoint.ipynb
@@ -1,5 +1,39 @@
{
"cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "08e921a2-0786-4d22-987f-2fb85ace4050",
+ "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"
+ ]
+ }
+ ],
+ "source": [
+ "import sys\n",
+ "import glob\n",
+ "\n",
+ "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",
+ "matching_files = glob.glob(file_pattern)\n",
+ "\n",
+ "if not matching_files:\n",
+ " raise FileNotFoundError(f\"No files matched the pattern: {file_pattern}\")\n",
+ "\n",
+ "# Pick one of the files, e.g., the first one\n",
+ "file_to_eval = matching_files[0]\n",
+ "\n",
+ "\n",
+ "print(file_to_eval)"
+ ]
+ },
{
"cell_type": "markdown",
"id": "96858183-3e82-4a33-ba0f-1b21b5f36018",
@@ -10,7 +44,7 @@
},
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": 2,
"id": "510c3726-366d-4e26-a2bb-b55391b473bd",
"metadata": {},
"outputs": [],
@@ -19,13 +53,17 @@
"import nltk\n",
"from nltk.tokenize import sent_tokenize, word_tokenize\n",
"\n",
+ "from nltk import Tree\n",
+ "from IPython.display import SVG, display\n",
+ "import re\n",
+ "\n",
"# Download once if not already\n",
"#nltk.download('punkt')"
]
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 3,
"id": "ee59c294-fdcd-429e-a126-734480d1b0ba",
"metadata": {},
"outputs": [],
@@ -51,7 +89,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 4,
"id": "b6ae41ef-116f-473d-b3f3-115d90fe65b7",
"metadata": {},
"outputs": [],
@@ -88,7 +126,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 5,
"id": "2a882cc9-8f9d-4457-becb-d2e26ab3f14f",
"metadata": {},
"outputs": [
@@ -107,7 +145,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 6,
"id": "8897dcc3-4218-4ee5-9984-17b9a6d8dce2",
"metadata": {},
"outputs": [],
@@ -163,7 +201,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 7,
"id": "1363f307-fa4b-43ba-93d5-2d1c11ceb9e4",
"metadata": {},
"outputs": [
@@ -184,7 +222,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 8,
"id": "1362e192-514a-4a77-a8cb-5c012026e2bb",
"metadata": {},
"outputs": [],
@@ -238,7 +276,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 9,
"id": "544ff6aa-4104-4580-a01f-97429ffcc228",
"metadata": {},
"outputs": [
@@ -328,7 +366,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 10,
"id": "b9052dc2-ce45-4af4-a0a0-46c60a13da12",
"metadata": {},
"outputs": [],
@@ -388,7 +426,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 11,
"id": "1e9dd0fb-db6a-47d1-8bfb-1015845f6d3e",
"metadata": {},
"outputs": [
@@ -398,7 +436,7 @@
"{'Flesch-Douma': 88.68, 'LIX': 11.55, 'Kandel-Moles': 5.86}"
]
},
- "execution_count": 10,
+ "execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
@@ -421,7 +459,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 12,
"id": "24bc84a5-b2df-4194-838a-8f24302599bd",
"metadata": {},
"outputs": [],
@@ -467,7 +505,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 13,
"id": "0cdb972f-31b6-4e7e-82a8-371eda344f2c",
"metadata": {},
"outputs": [
@@ -477,7 +515,7 @@
"{'Average Word Length': 3.79, 'Average Sentence Length': 7.0}"
]
},
- "execution_count": 12,
+ "execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
@@ -521,7 +559,7 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 14,
"id": "56af520c-d56b-404a-aebf-ad7c2a9ca503",
"metadata": {},
"outputs": [],
@@ -567,7 +605,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 15,
"id": "f7c8b125-4651-4b21-bcc4-93ef78a4239b",
"metadata": {},
"outputs": [
@@ -603,7 +641,7 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 16,
"id": "daa17c33-adca-4695-90eb-741579382939",
"metadata": {},
"outputs": [],
@@ -622,7 +660,7 @@
},
{
"cell_type": "code",
- "execution_count": 16,
+ "execution_count": 17,
"id": "80d8fa08-6b7d-4ab7-85cd-987823639277",
"metadata": {},
"outputs": [
@@ -650,7 +688,7 @@
},
{
"cell_type": "code",
- "execution_count": 17,
+ "execution_count": 18,
"id": "c8bd9186-eab8-4ca6-93bd-82b260cd3d19",
"metadata": {},
"outputs": [],
@@ -665,7 +703,7 @@
},
{
"cell_type": "code",
- "execution_count": 18,
+ "execution_count": 19,
"id": "3f9c7dc7-6820-4013-a85c-2af4f846d4f5",
"metadata": {},
"outputs": [
@@ -693,7 +731,7 @@
},
{
"cell_type": "code",
- "execution_count": 19,
+ "execution_count": 20,
"id": "65e1a630-c46e-4b18-9831-b97864de53ee",
"metadata": {},
"outputs": [],
@@ -713,7 +751,7 @@
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": 21,
"id": "1612e911-12a8-47c9-b811-b2d6885c3647",
"metadata": {},
"outputs": [
@@ -742,7 +780,7 @@
},
{
"cell_type": "code",
- "execution_count": 21,
+ "execution_count": 22,
"id": "925a3a75-aaaa-4851-b77b-b42cb1e21e11",
"metadata": {},
"outputs": [],
@@ -757,7 +795,7 @@
},
{
"cell_type": "code",
- "execution_count": 22,
+ "execution_count": 23,
"id": "6fa60897-ad26-43b4-b8de-861290ca6bd3",
"metadata": {},
"outputs": [
@@ -783,7 +821,7 @@
},
{
"cell_type": "code",
- "execution_count": 23,
+ "execution_count": 24,
"id": "f3678462-e572-4ce5-8d3d-a5389b2356c8",
"metadata": {},
"outputs": [],
@@ -794,7 +832,7 @@
},
{
"cell_type": "code",
- "execution_count": 24,
+ "execution_count": 25,
"id": "b621b2a8-488f-44db-b085-fe156f453943",
"metadata": {},
"outputs": [
@@ -848,7 +886,7 @@
},
{
"cell_type": "code",
- "execution_count": 25,
+ "execution_count": 26,
"id": "79f99787-c220-4f1d-93a9-59230363ec3f",
"metadata": {},
"outputs": [],
@@ -879,7 +917,7 @@
},
{
"cell_type": "code",
- "execution_count": 26,
+ "execution_count": 27,
"id": "f567efb0-8b0b-4782-9345-052cf1785776",
"metadata": {},
"outputs": [],
@@ -898,10 +936,33 @@
},
{
"cell_type": "code",
- "execution_count": 76,
+ "execution_count": 28,
"id": "8d4ecba9-89b8-4000-a061-aa16aa68a404",
"metadata": {},
- "outputs": [],
+ "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"
+ ]
+ }
+ ],
"source": [
"from transform import *\n",
"\n",
@@ -928,37 +989,7 @@
},
{
"cell_type": "code",
- "execution_count": 62,
- "id": "bfd3abf3-b83a-4817-85ad-654daf72be88",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Tree depth: 8\n"
- ]
- },
- {
- "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=\"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=\"0,0,408.0,408.0\" width=\"408px\"><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=\"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=\"9.80392%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" 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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=\"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=\"59.2593%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"60.2941%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"66.6667%\" 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>"
- ],
- "text/plain": [
- "<IPython.core.display.SVG object>"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "visualize_const_prediction(example_sentence)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 63,
+ "execution_count": 29,
"id": "bc51ab44-6885-45cc-bad2-6a43a7791fdb",
"metadata": {},
"outputs": [],
@@ -986,22 +1017,78 @@
},
{
"cell_type": "code",
- "execution_count": 64,
+ "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": [
{
"name": "stdout",
"output_type": "stream",
"text": [
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- "Tree depth: 5\n"
+ "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"
]
},
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1014,13 +1101,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 10\n"
]
},
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@@ -1033,13 +1120,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 6\n"
+ "Tree depth: 8\n"
]
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1052,13 +1139,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 9\n"
]
},
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1071,13 +1158,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 6\n"
+ "Tree depth: 11\n"
]
},
{
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"<IPython.core.display.SVG object>"
@@ -1090,13 +1177,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 7\n"
+ "Tree depth: 12\n"
]
},
{
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"<IPython.core.display.SVG object>"
@@ -1109,13 +1196,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 7\n"
+ "Tree depth: 13\n"
]
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"<IPython.core.display.SVG object>"
@@ -1134,7 +1221,7 @@
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@@ -1147,13 +1234,13 @@
"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>"
@@ -1166,13 +1253,13 @@
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- "Tree depth: 8\n"
+ "Tree depth: 6\n"
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@@ -1185,126 +1272,13 @@
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- "-- Le parlement ... </s> <s> -- Vous , dit Athos , je ne me reconnais pas . </s> <s> -- M. d' Artagnan . </s> <s> Acté ? </s> <s> -- Oui , répondit le mousquetaire . </s> <s> -- Alors , dit le roi , il faut que vous ne le rendiez pas . </s> <s> -- Non , il est vrai , je le suis , mais il m' a semblé ... </s> <s> -- </s> <s> Il a répondu : voilà tout . </s> <s> Je ne puis dire , car il est bien facile à comprendre . </s> \n",
- "Number of sentences without a tree: 0\n"
- ]
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- ],
- "source": [
- "file_conll = \"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\"\n",
- "\n",
- "sents = readFile(file_conll)\n",
- "print(sents)\n",
- "exepts = []\n",
- "file_text = ''\n",
- "for sent in sents[:10]:\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",
- " try:\n",
- " visualize_const_prediction(triple_str)\n",
- " except:\n",
- " exepts.append(triple_str)\n",
- "print(file_text)\n",
- "print(\"Number of sentences without a tree: \", len(exepts))\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 65,
- "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": "code",
- "execution_count": 66,
- "id": "f9ce0388-3621-4cfe-ac6e-323a307fc4d6",
- "metadata": {},
- "outputs": [],
- "source": [
- "from nltk import Tree\n",
- "from IPython.display import SVG, display\n",
- "import re\n",
- "\n",
- "def visualize_const_prediction_and_save(example_sent, filepath):\n",
- " parsed, tokenlist = parse_sentence_block(example_sent)\n",
- " tree = AttachJuxtaposeTree.totree(tokenlist, 'TEXT')\n",
- " nltk_tree = AttachJuxtaposeTree.action2tree(tree, parsed)\n",
- " #print(\"NLTK TREE\", nltk_tree)\n",
- "\n",
- " # Write to file in one line\n",
- " #with open(\"tree.txt\", \"w\", encoding=\"utf-8\") as f:\n",
- " # f.write(tree.pformat(margin=1000000)) # prevent line breaks\n",
- "\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",
- "\n",
- " # Create the HTML content with the SVG\n",
- " html_content = f\"\"\"\n",
- " <html>\n",
- " <head>\n",
- " <title>Tree Visualization</title>\n",
- " </head>\n",
- " <body>\n",
- " {svg_tree_with_bg}\n",
- " <br/>\n",
- " <br/>\n",
- " <br/>\n",
- " </body>\n",
- " </html>\n",
- " \"\"\"\n",
- "\n",
- " # Save the HTML content to a file\n",
- " with open(filepath, 'a') as f:\n",
- " f.write(html_content)\n",
- "\n",
- " # Optionally display it in the notebook\n",
- " display(SVG(svg_tree_with_bg))"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 67,
- "id": "cefe6712-ab53-4589-9fb8-8d4c3fb00378",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "NUMBER OF SENTS: 38\n",
"Tree depth: 5\n"
]
},
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@@ -1313,10 +1287,17 @@
"metadata": {},
"output_type": "display_data"
},
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Tree depth: 8\n"
+ ]
+ },
{
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],
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"<IPython.core.display.SVG object>"
@@ -1329,13 +1310,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 8\n"
]
},
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y=\"16px\">VN</text></svg><svg width=\"33.3333%\" 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=\"16.6667%\" y1=\"20px\" y2=\"48px\"/><svg width=\"38.8889%\" x=\"33.3333%\" 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=\"52.7778%\" y1=\"20px\" y2=\"48px\"/><svg 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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=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"32.8358%\" y1=\"20px\" y2=\"48px\"/><svg width=\"10.4478%\" x=\"38.806%\" 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=\"44.0299%\" y1=\"20px\" y2=\"48px\"/><svg width=\"50.7463%\" x=\"49.2537%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">VN</text></svg><svg width=\"26.4706%\" x=\"0%\" y=\"48px\"><defs/><svg 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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=\"92.6471%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"74.6269%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"49.4565%\" y1=\"20px\" y2=\"48px\"/><svg width=\"7.6087%\" x=\"85.8696%\" 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=\"89.6739%\" y1=\"20px\" y2=\"48px\"/><svg width=\"6.52174%\" x=\"93.4783%\" 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=\"96.7391%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
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stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"2.13675%\" y1=\"20px\" y2=\"48px\"/><svg width=\"5.98291%\" x=\"4.2735%\" 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=\"7.26496%\" y1=\"20px\" y2=\"48px\"/><svg width=\"6.83761%\" x=\"10.2564%\" 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\">Certes</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"13.6752%\" y1=\"20px\" y2=\"48px\"/><svg width=\"5.98291%\" x=\"17.094%\" 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=\"20.0855%\" y1=\"20px\" y2=\"48px\"/><svg width=\"65.812%\" x=\"23.0769%\" 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=\"6.49351%\" 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=\"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\">dit</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=\"3.24675%\" y1=\"20px\" y2=\"48px\"/><svg width=\"93.5065%\" x=\"6.49351%\" 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=\"12.5%\" 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=\"6.25%\" y1=\"20px\" y2=\"48px\"/><svg width=\"9.72222%\" x=\"12.5%\" 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=\"17.3611%\" y1=\"20px\" y2=\"48px\"/><svg width=\"77.7778%\" x=\"22.2222%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Sint</text></svg><svg width=\"64.2857%\" 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=\"25%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" 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text-anchor=\"middle\" x=\"50%\" y=\"16px\">clo-a_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\">vous</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"54.1667%\" y1=\"20px\" y2=\"48px\"/><svg width=\"30.5556%\" x=\"69.4444%\" 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\">répondrai</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"84.7222%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"32.1429%\" y1=\"20px\" y2=\"48px\"/><svg width=\"8.92857%\" x=\"64.2857%\" 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=\"68.75%\" y1=\"20px\" y2=\"48px\"/><svg width=\"26.7857%\" x=\"73.2143%\" 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=\"20%\" 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\" 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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1344,10 +1325,17 @@
"metadata": {},
"output_type": "display_data"
},
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Tree depth: 8\n"
+ ]
+ },
{
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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1360,13 +1348,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 6\n"
+ "Tree depth: 5\n"
]
},
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],
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@@ -1375,10 +1363,17 @@
"metadata": {},
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},
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Tree depth: 8\n"
+ ]
+ },
{
"data": {
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- "<IPython.core.display.SVG object>"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "ename": "NameError",
- "evalue": "name 'filepath' is not defined",
- "output_type": "error",
- "traceback": [
- "\u001b[31m---------------------------------------------------------------------------\u001b[39m",
- "\u001b[31mNameError\u001b[39m Traceback (most recent call last)",
- "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[67]\u001b[39m\u001b[32m, line 28\u001b[39m\n\u001b[32m 10\u001b[39m exepts.append(triple_str)\n\u001b[32m 13\u001b[39m eval_html_content = \u001b[33mf\u001b[39m\u001b[33m\"\"\"\u001b[39m\n\u001b[32m 14\u001b[39m \u001b[33m <html>\u001b[39m\n\u001b[32m 15\u001b[39m \u001b[33m <head>\u001b[39m\n\u001b[32m (...)\u001b[39m\u001b[32m 25\u001b[39m \u001b[33m </html>\u001b[39m\n\u001b[32m 26\u001b[39m \u001b[33m \u001b[39m\u001b[33m\"\"\"\u001b[39m \n\u001b[32m---> \u001b[39m\u001b[32m28\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mopen\u001b[39m(\u001b[43mfilepath\u001b[49m, \u001b[33m'\u001b[39m\u001b[33ma\u001b[39m\u001b[33m'\u001b[39m) \u001b[38;5;28;01mas\u001b[39;00m f:\n\u001b[32m 29\u001b[39m f.write(eval_html_content)\n",
- "\u001b[31mNameError\u001b[39m: name 'filepath' is not defined"
- ]
- }
- ],
- "source": [
- "file_text, triple_strings = prepare_file_to_evaluate(file_conll)\n",
- "\n",
- "exepts = [] \n",
- "\n",
- "for 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",
- " exepts.append(triple_str)\n",
- "\n",
- "\n",
- "eval_html_content = f\"\"\"\n",
- " <html>\n",
- " <head>\n",
- " <title>Evals</title>\n",
- " </head>\n",
- " <body>\n",
- " Number of sentences without a tree: {len(exepts)}\n",
- " <br/>\n",
- " <br/>\n",
- " <br/>\n",
- " Exeptions: {exepts}\n",
- " </body>\n",
- " </html>\n",
- " \"\"\" \n",
- "\n",
- "with open(filepath, 'a') as f:\n",
- " f.write(eval_html_content)\n",
- "\n"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "f917f981-213b-495b-8a96-3b1b74582e13",
- "metadata": {},
- "source": [
- "## Apply all metrics to text files"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 69,
- "id": "adc5bba6-3cef-4024-b25c-b8e9fea868ec",
- "metadata": {},
- "outputs": [],
- "source": [
- " \n",
- "triple_strings_concat = ''.join(triple_strings)\n",
- "#print(\"TRIPLE STRINGS: \", triple_strings_concat)\n",
- "print(\"FILE TEXT: \", file_text)\n",
- "ttr = compute_ttr_cleaned(triple_strings_concat)\n",
- "print(f\"Type/Token Ratio: {ttr:.3f}\")\n",
- "\n",
- "result = compute_ttr_by_pos(triple_strings_concat)\n",
- "print(f\"Verb TTR: {result['verb_ttr']:.3f}\")\n",
- "print(f\"Noun TTR: {result['noun_ttr']:.3f}\")\n",
- "\n",
- "ratios = compute_nv_ratios(triple_strings_concat)\n",
- "print(f\"Nominal/Verb Ratio: {ratios['nominal_verb_ratio']:.2f}\")\n",
- "print(f\"Verb/Nominal Ratio: {ratios['verb_nominal_ratio']:.2f}\")\n",
- "print(f\"Adverb/Verb Ratio: {ratios['adv_verb_ratio']:.2f}\")\n",
- "print(f\"Adj+Noun/Verb Ratio: {ratios['adj_noun_verb_ratio']:.2f}\")\n",
- "\n",
- "compute_french_readability(file_text)\n",
- "\n",
- "compute_avg_lengths(triple_strings_concat)\n",
- "\n",
- "\n",
- "freqs = compute_pos_frequency(triple_strings_concat)\n",
- "\n",
- "print(f\"Verb Frequency: {freqs['verb_freq']:.2f}\")\n",
- "print(f\"Noun Frequency: {freqs['noun_freq']:.2f}\")\n",
- "print(f\"Adj Frequency: {freqs['adv_freq']:.2f}\")\n",
- "print(f\"Adv Frequency: {freqs['adj_freq']:.2f}\")\n",
- "\n",
- "print(\"MSTTR: \", msttr(file_text, 100))\n",
- "\n",
- "print(\"BZIP: \", bzip_compression_ratio(file_text))\n",
- "\n",
- "print(\"WORD ENTROPY: \", word_entropy(file_text))\n",
- "\n",
- "print(\"BIGRAM ENTROPY: \", bigram_entropy(file_text))\n",
- "\n",
- "excepts = [] \n",
- "\n",
- "for 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",
- "\n",
- "print(\"Number of sentences without a tree: \", len(excepts))\n",
- "\n",
- "print(\"Exceptions: \")\n",
- "for exc in excepts:\n",
- " print(exc)\n",
- " \n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 78,
- "id": "24a66303-252b-4cdd-8445-df8657e3795f",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "tok_pos_macro_positional_const-epoch-8-train_loss-4.3-val_loss-4.9.pt_500\n"
- ]
- }
- ],
- "source": [
- "model_name = file_conll.split('73m_')[1]\n",
- "print(model_name)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 84,
- "id": "7ce36a9e-fe62-4de1-a0b6-92cfda9d6cc3",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Tree depth: 5\n"
- ]
- },
- {
- "data": {
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- "<IPython.core.display.SVG object>"
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- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Tree depth: 5\n"
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- },
- {
- "data": {
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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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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2535,7 +1411,7 @@
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2548,13 +1424,13 @@
"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>"
@@ -2567,13 +1443,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 6\n"
+ "Tree depth: 8\n"
]
},
{
"data": {
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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2586,51 +1462,201 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 7\n"
+ "Tree depth: 5\n"
]
},
{
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- "output_type": "stream",
- "text": [
- "Tree depth: 7\n"
+ "<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=\"0,0,328.0,264.0\" width=\"328px\"><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=\"12.1951%\" 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=\"6.09756%\" y1=\"20px\" y2=\"48px\"/><svg width=\"24.3902%\" x=\"12.1951%\" 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=\"24.3902%\" y1=\"20px\" y2=\"48px\"/><svg width=\"63.4146%\" x=\"36.5854%\" 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\">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\">s'</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\">arrêta</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=\"68.2927%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
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+ "<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"
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- ],
- "text/plain": [
- "<IPython.core.display.SVG object>"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
+ }
+ ],
+ "source": [
+ "file_text, triple_strings = prepare_file_to_evaluate(file_to_eval)\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",
+ "print(\"FILE TEXT: \", file_text)\n",
+ "ttr = compute_ttr_cleaned(triple_strings_concat)\n",
+ "print(f\"Type/Token Ratio: {ttr:.3f}\")\n",
+ "\n",
+ "result = compute_ttr_by_pos(triple_strings_concat)\n",
+ "print(f\"Verb TTR: {result['verb_ttr']:.3f}\")\n",
+ "print(f\"Noun TTR: {result['noun_ttr']:.3f}\")\n",
+ "\n",
+ "ratios = compute_nv_ratios(triple_strings_concat)\n",
+ "print(f\"Nominal/Verb Ratio: {ratios['nominal_verb_ratio']:.2f}\")\n",
+ "print(f\"Verb/Nominal Ratio: {ratios['verb_nominal_ratio']:.2f}\")\n",
+ "print(f\"Adverb/Verb Ratio: {ratios['adv_verb_ratio']:.2f}\")\n",
+ "print(f\"Adj+Noun/Verb Ratio: {ratios['adj_noun_verb_ratio']:.2f}\")\n",
+ "\n",
+ "compute_french_readability(file_text)\n",
+ "\n",
+ "compute_avg_lengths(triple_strings_concat)\n",
+ "\n",
+ "\n",
+ "freqs = compute_pos_frequency(triple_strings_concat)\n",
+ "\n",
+ "print(f\"Verb Frequency: {freqs['verb_freq']:.2f}\")\n",
+ "print(f\"Noun Frequency: {freqs['noun_freq']:.2f}\")\n",
+ "print(f\"Adj Frequency: {freqs['adv_freq']:.2f}\")\n",
+ "print(f\"Adv Frequency: {freqs['adj_freq']:.2f}\")\n",
+ "\n",
+ "print(\"MSTTR: \", msttr(file_text, 100))\n",
+ "\n",
+ "print(\"BZIP: \", bzip_compression_ratio(file_text))\n",
+ "\n",
+ "print(\"WORD ENTROPY: \", word_entropy(file_text))\n",
+ "\n",
+ "print(\"BIGRAM ENTROPY: \", bigram_entropy(file_text))\n",
+ "\n",
+ "excepts = [] \n",
+ "\n",
+ "for 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",
+ "\n",
+ "print(\"Number of sentences without a tree: \", len(excepts))\n",
+ "\n",
+ "print(\"Exceptions: \")\n",
+ "for exc in excepts:\n",
+ " print(exc)\n",
+ " \n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 35,
+ "id": "24a66303-252b-4cdd-8445-df8657e3795f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "model_name = file_to_eval.split('texts/')[1]\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 36,
+ "id": "7ce36a9e-fe62-4de1-a0b6-92cfda9d6cc3",
+ "metadata": {},
+ "outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 10\n"
]
},
{
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@@ -2643,13 +1669,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 10\n"
]
},
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x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"25%\" y1=\"20px\" y2=\"48px\"/><svg width=\"50%\" x=\"50%\" 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\">un</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"75%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"84.8485%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"56.5789%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"63.4615%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"49.3976%\" y1=\"20px\" y2=\"48px\"/><svg width=\"19.2771%\" x=\"80.7229%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" 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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2668,26 +1694,7 @@
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2700,13 +1707,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 9\n"
]
},
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2719,13 +1726,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 6\n"
+ "Tree depth: 11\n"
]
},
{
"data": {
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2738,13 +1745,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 4\n"
+ "Tree depth: 12\n"
]
},
{
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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2757,13 +1764,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 8\n"
+ "Tree depth: 13\n"
]
},
{
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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\">,</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"92.8571%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"48.8462%\" y1=\"20px\" y2=\"48px\"/><svg width=\"32.3077%\" x=\"67.6923%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">VN</text></svg><svg width=\"21.4286%\" 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=\"10.7143%\" 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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=\"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\">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\">coucher</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=\"11.6667%\" y1=\"20px\" y2=\"48px\"/><svg width=\"11.6667%\" x=\"23.3333%\" 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>"
@@ -2896,7 +1827,7 @@
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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=\"0,0,624.0,312.0\" width=\"624px\"><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=\"6.41026%\" 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=\"3.20513%\" y1=\"20px\" y2=\"48px\"/><svg width=\"8.97436%\" x=\"6.41026%\" 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=\"10.8974%\" 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\">Ssub-MOD</text></svg><svg width=\"24.2424%\" 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>"
@@ -2909,13 +1840,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 4\n"
+ "Tree depth: 5\n"
]
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2928,13 +1859,13 @@
"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>"
@@ -2947,13 +1878,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 6\n"
+ "Tree depth: 8\n"
]
},
{
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"<IPython.core.display.SVG object>"
@@ -2966,13 +1897,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 4\n"
+ "Tree depth: 8\n"
]
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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2991,7 +1922,7 @@
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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -3010,7 +1941,7 @@
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -3023,13 +1954,13 @@
"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>"
@@ -3080,13 +1992,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 9\n"
+ "Tree depth: 4\n"
]
},
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -3099,13 +2011,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 6\n"
+ "Tree depth: 8\n"
]
},
{
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@@ -3118,13 +2030,13 @@
"name": "stdout",
"output_type": "stream",
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+ "Tree depth: 5\n"
]
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -3137,7 +2049,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "✅ All results written to /home/tatiana.bladier/compo-text-eval/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\n"
+ "✅ 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"
]
}
],
@@ -3151,7 +2063,7 @@
"\n",
"# Concatenate triple strings\n",
"#triple_strings_concat = ''.join(triple_strings)\n",
- "html_lines.append(f'<h3>{file_conll}</h3>')\n",
+ "html_lines.append(f'<h3>{model_name}</h3>')\n",
"# Uncomment to include this text (may be very long)\n",
"# html_lines.append(f'<p>{triple_strings_concat}</p>')\n",
"\n",
@@ -3236,7 +2148,7 @@
"html_lines.append('</body></html>')\n",
"\n",
"# Write to HTML file\n",
- "output_path = Path(\"analysis_report_\" + file_conll + \".html\")\n",
+ "output_path = Path(\"analysis_report_\" + model_name + \".html\")\n",
"output_path.write_text('\\n'.join(html_lines), encoding=\"utf-8\")\n",
"\n",
"print(f\"✅ All results written to {output_path.resolve()}\")"
@@ -3249,6 +2161,22 @@
"metadata": {},
"outputs": [],
"source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d22da34c-3f27-4405-a6f3-686a441e4700",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "52ffd5e1-93c4-43bb-88b9-ed8e16ee59b6",
+ "metadata": {},
+ "outputs": [],
+ "source": []
}
],
"metadata": {
diff --git a/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 b/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
new file mode 100644
index 0000000000000000000000000000000000000000..9b367ba5251119b4f8112523bf8ed9cf4e0cdd4d
--- /dev/null
+++ b/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
@@ -0,0 +1,105 @@
+<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_positional_const-epoch-4-train_loss-4.57-val_loss-4.97.pt_500</h3>
+<h2>FILE TEXT</h2>
+<p><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> </p>
+<h2>Type/Token Ratio</h2><p>0.377</p>
+<h2>POS-based TTR</h2>
+<p>Verb TTR: 0.548</p>
+<p>Noun TTR: 0.717</p>
+<h2>Nominal/Verb Ratios</h2>
+<p>Nominal/Verb Ratio: 0.82</p>
+<p>Verb/Nominal Ratio: 1.22</p>
+<p>Adverb/Verb Ratio: 0.45</p>
+<p>Adj+Noun/Verb Ratio: 0.99</p>
+<h2>French Readability</h2>
+<p>{'Flesch-Douma': 96.24, 'LIX': 19.77, 'Kandel-Moles': 161.94}</p>
+<h2>Average Lengths</h2>
+<p>{'Average Word Length': 3.62, 'Average Sentence Length': 13.48}</p>
+<h2>POS Frequencies</h2>
+<p>Verb: 0.22</p>
+<p>Noun: 0.18</p>
+<p>Adjective: 0.04</p>
+<p>Adverb: 0.10</p>
+<h2>MSTTR</h2>
+<p>0.59</p>
+<h2>BZIP Compression Ratio</h2>
+<p>0.43</p>
+<h2>Word Entropy</h2>
+<p>6.28</p>
+<h2>Bigram Entropy</h2>
+<p>8.04</p>
+<h2>Constituency Parse Trees</h2>
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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 stroke="black" x1="50%" x2="36.5385%" 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="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>
+</div>
+<div style="margin-bottom: 40px;">
+<svg 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="0,0,328.0,264.0" width="328px" 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="12.1951%" 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="6.09756%" y1="20px" y2="48px" /><svg width="24.3902%" x="12.1951%" 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="24.3902%" y1="20px" y2="48px" /><svg width="63.4146%" x="36.5854%" 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">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">s'</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">arrêta</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="68.2927%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg>
+</div>
+<h2>Sentences Without a Tree</h2>
+<p>Number of exceptions: 4</p>
+<ul>
+<li><pre><s> <s> <s> 6<br>il cls-suj P+@@<nul> 6<br>fit v <nul>@@<nul> 7<br>un det NP@@PP 7<br>mouvement nc <nul>@@<nul> 8<br>pour p PP-MOD@@<nul> 3<br>leur det NP@@<nul> 4<br>faire vinf <nul>@@<nul> 5<br>de p PP@@<nul> 5<br>les det NP@@<nul> 6<br>fuir vinf <nul>@@<nul> 7<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+<li><pre><s> <s> <s> 3<br>Il cls-suj P+@@<nul> 3<br>nous clo-a_obj <nul>@@<nul> 4<br>a v <nul>@@<nul> 4<br>dit vpp NP@@<nul> 4<br>, ponct <nul>@@<nul> 4<br>que cs <nul>@@<nul> 4<br>je cls-suj NP@@PP 4<br>le clo-obj <nul>@@<nul> 5<br>sais v <nul>@@<nul> 5<br>, ponct <nul>@@<nul> 5<br>il cls-suj VN@@<nul> 5<br>a v <nul>@@<nul> 6<br>vue vpp <nul>@@<nul> 6<br>si cs Ssub-OBJ@@Sint-MOD 6<br>on cls-suj VN@@<nul> 7<br>ne adv <nul>@@<nul> 8<br>l' clo-obj <nul>@@<nul> 8<br>est v <nul>@@<nul> 8<br>arrivé vpp <nul>@@<nul> 8<br>dans p PP-MOD@@Sint 8<br>le det NP@@<nul> 9<br>monde nc <nul>@@<nul> 10<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 <nul>@@<nul> 3<br>est v <nul>@@<nul> 3<br>vous pro <nul>@@Sint 3<br>, ponct <nul>@@<nul> 3<br>monsieur adj AP-ATS@@<nul> 3<br>d' p PP@@<nul> 4<br>Artagnan npp NP@@<nul> 5<br>, ponct <nul>@@<nul> 3<br>dit v VN@@<nul> 3<br>d' p PP-DE_OBJ@@<nul> 3<br>Artagnan npp NP@@<nul> 4<br>, ponct <nul>@@<nul> 3<br>la det NP-OBJ@@<nul> 3<br>chose nc <nul>@@<nul> 4<br>m' clr VN@@<nul> 4<br>a v <nul>@@<nul> 5<br>bien adv <nul>@@<nul> 5<br>voulu vpp <nul>@@<nul> 5<br>vous pro ADV+@@Sint-MOD 5<br>faire vinf <nul>@@<nul> 6<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>Non adv <nul>@@<nul> 4<br>, ponct <nul>@@<nul> 1<br>dit v VN@@<nul> 1<br>Aramis npp NP-SUJ@@Sint-MOD 2<br>, ponct <nul>@@<nul> 3<br>je cls-suj VN@@<nul> 3<br>ne adv <nul>@@<nul> 4<br>vous clo-a_obj <nul>@@<nul> 4<br>demande v <nul>@@<nul> 4<br>pas adv <nul>@@Sint 4<br>de det PP-DE_OBJ@@<nul> 4<br>réponse nc NP@@<nul> 5<br>à p PP@@<nul> 4<br>M. npp NP@@<nul> 5<br>le det NP-OBJ@@<nul> 2<br>comte nc <nul>@@<nul> 3<br>. ponct <nul>@@<nul> 0<br></s> </s> </s> 0<br></pre></li>
+</ul>
+</body></html>
\ No newline at end of file
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+++ /dev/null
@@ -1,2197 +0,0 @@
-
- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
- <svg 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="0,0,264.0,264.0" width="264px" 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">TEXT</text></svg><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="60.6061%" 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="20%" 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="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="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">Le</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">parlement</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="60%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="30.303%" y1="20px" y2="48px" /><svg width="21.2121%" x="60.6061%" 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="71.2121%" 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"></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="90.9091%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg>
- <br/>
- <br/>
- <br/>
- </body>
- </html>
-
- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
- <svg baseProfile="full" height="360px" preserveAspectRatio="xMidYMid meet" style="font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;" version="1.1" viewBox="0,0,1048.0,360.0" width="1048px" 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">TEXT</text></svg><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="90.0763%" 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="4.23729%" 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="2.11864%" y1="20px" y2="48px" /><svg 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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <br/>
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- </body>
- </html>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <body>
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- <title>Tree Visualization</title>
- </head>
- <body>
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/></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>
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- <title>Tree Visualization</title>
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- <body>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- </body>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
- <svg 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="0,0,208.0,264.0" width="208px" 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">TEXT</text></svg><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="50%" 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="38.4615%" 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="19.2308%" y1="20px" y2="48px" /><svg width="61.5385%" x="38.4615%" 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">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">Acté</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="25%" 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="50%" y1="20px" y2="48px" /></svg>
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- <html>
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- <title>Tree Visualization</title>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- </body>
- </html>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
- <svg baseProfile="full" height="360px" preserveAspectRatio="xMidYMid meet" style="font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;" version="1.1" viewBox="0,0,1048.0,360.0" width="1048px" 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">TEXT</text></svg><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="90.0763%" 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="4.23729%" 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="2.11864%" y1="20px" y2="48px" /><svg 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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <head>
- <title>Tree Visualization</title>
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- <body>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- </body>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
- <svg 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="0,0,208.0,264.0" width="208px" 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">TEXT</text></svg><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="50%" 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="38.4615%" 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="19.2308%" y1="20px" y2="48px" /><svg width="61.5385%" x="38.4615%" 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">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">Acté</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="25%" 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="50%" y1="20px" y2="48px" /></svg>
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- <html>
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- <title>Tree Visualization</title>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- </body>
- </html>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
- <svg baseProfile="full" height="360px" preserveAspectRatio="xMidYMid meet" style="font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;" version="1.1" viewBox="0,0,1048.0,360.0" width="1048px" 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">TEXT</text></svg><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="90.0763%" 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="4.23729%" 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="2.11864%" y1="20px" y2="48px" /><svg 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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <html>
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- <title>Tree Visualization</title>
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- <body>
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- <br/>
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- </body>
- </html>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- </html>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
- <svg 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="0,0,736.0,264.0" width="736px" 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">TEXT</text></svg><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="5.43478%" 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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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
- </head>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <html>
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- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
- <svg baseProfile="full" height="360px" preserveAspectRatio="xMidYMid meet" style="font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;" version="1.1" viewBox="0,0,1048.0,360.0" width="1048px" 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">TEXT</text></svg><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="90.0763%" 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="4.23729%" 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="2.11864%" y1="20px" y2="48px" /><svg 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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- </body>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- </html>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <html>
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- <title>Tree Visualization</title>
- </head>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- </body>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <head>
- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
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- <br/>
- <br/>
- </body>
- </html>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
- <svg 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="0,0,736.0,264.0" width="736px" 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">TEXT</text></svg><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="5.43478%" 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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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
- </head>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <html>
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- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
- <svg baseProfile="full" height="360px" preserveAspectRatio="xMidYMid meet" style="font-family: times, serif; font-weight: normal; font-style: normal; font-size: 16px; background-color: white;" version="1.1" viewBox="0,0,1048.0,360.0" width="1048px" 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">TEXT</text></svg><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="90.0763%" 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="4.23729%" 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="2.11864%" y1="20px" y2="48px" /><svg 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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- </body>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- </html>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <html>
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- <title>Tree Visualization</title>
- </head>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- </body>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <head>
- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
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- <br/>
- <br/>
- </body>
- </html>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- </body>
- </html>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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y="16px">passé</text></svg></svg><line stroke="black" x1="50%" x2="50%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="79.4118%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="66%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="66.2162%" y1="20px" y2="48px" /></svg><line stroke="black" x1="50%" x2="55.6338%" y1="20px" y2="48px" /><svg width="9.85915%" x="81.6901%" 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="86.6197%" y1="20px" y2="48px" /><svg width="8.4507%" x="91.5493%" 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%" 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- </body>
- </html>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
- <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="0,0,1248.0,312.0" width="1248px" 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">TEXT</text></svg><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="3.20513%" 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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- <title>Tree Visualization</title>
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- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
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- </body>
- </html>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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- <title>Tree Visualization</title>
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- <title>Tree Visualization</title>
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- <html>
- <head>
- <title>Tree Visualization</title>
- </head>
- <body>
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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">sur</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="70.5882%" x="29.4118%" 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">le</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 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- <br/>
- <br/>
- <br/>
- </body>
- </html>
-
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diff --git a/tania_scripts/tania-some-other-metrics.ipynb b/tania_scripts/tania-some-other-metrics.ipynb
index 471b3f68560118e610ba4e5d543e371ac3258bb6..7a3397a73e4ae1c034675efa43ed2574fa58b39a 100644
--- a/tania_scripts/tania-some-other-metrics.ipynb
+++ b/tania_scripts/tania-some-other-metrics.ipynb
@@ -1,5 +1,39 @@
{
"cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "08e921a2-0786-4d22-987f-2fb85ace4050",
+ "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"
+ ]
+ }
+ ],
+ "source": [
+ "import sys\n",
+ "import glob\n",
+ "\n",
+ "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",
+ "matching_files = glob.glob(file_pattern)\n",
+ "\n",
+ "if not matching_files:\n",
+ " raise FileNotFoundError(f\"No files matched the pattern: {file_pattern}\")\n",
+ "\n",
+ "# Pick one of the files, e.g., the first one\n",
+ "file_to_eval = matching_files[0]\n",
+ "\n",
+ "\n",
+ "print(file_to_eval)"
+ ]
+ },
{
"cell_type": "markdown",
"id": "96858183-3e82-4a33-ba0f-1b21b5f36018",
@@ -10,7 +44,7 @@
},
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": 2,
"id": "510c3726-366d-4e26-a2bb-b55391b473bd",
"metadata": {},
"outputs": [],
@@ -19,13 +53,17 @@
"import nltk\n",
"from nltk.tokenize import sent_tokenize, word_tokenize\n",
"\n",
+ "from nltk import Tree\n",
+ "from IPython.display import SVG, display\n",
+ "import re\n",
+ "\n",
"# Download once if not already\n",
"#nltk.download('punkt')"
]
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 3,
"id": "ee59c294-fdcd-429e-a126-734480d1b0ba",
"metadata": {},
"outputs": [],
@@ -51,7 +89,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 4,
"id": "b6ae41ef-116f-473d-b3f3-115d90fe65b7",
"metadata": {},
"outputs": [],
@@ -88,7 +126,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 5,
"id": "2a882cc9-8f9d-4457-becb-d2e26ab3f14f",
"metadata": {},
"outputs": [
@@ -107,7 +145,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 6,
"id": "8897dcc3-4218-4ee5-9984-17b9a6d8dce2",
"metadata": {},
"outputs": [],
@@ -163,7 +201,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 7,
"id": "1363f307-fa4b-43ba-93d5-2d1c11ceb9e4",
"metadata": {},
"outputs": [
@@ -184,7 +222,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 8,
"id": "1362e192-514a-4a77-a8cb-5c012026e2bb",
"metadata": {},
"outputs": [],
@@ -238,7 +276,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 9,
"id": "544ff6aa-4104-4580-a01f-97429ffcc228",
"metadata": {},
"outputs": [
@@ -328,7 +366,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 10,
"id": "b9052dc2-ce45-4af4-a0a0-46c60a13da12",
"metadata": {},
"outputs": [],
@@ -388,7 +426,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 11,
"id": "1e9dd0fb-db6a-47d1-8bfb-1015845f6d3e",
"metadata": {},
"outputs": [
@@ -398,7 +436,7 @@
"{'Flesch-Douma': 88.68, 'LIX': 11.55, 'Kandel-Moles': 5.86}"
]
},
- "execution_count": 10,
+ "execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
@@ -421,7 +459,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 12,
"id": "24bc84a5-b2df-4194-838a-8f24302599bd",
"metadata": {},
"outputs": [],
@@ -467,7 +505,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 13,
"id": "0cdb972f-31b6-4e7e-82a8-371eda344f2c",
"metadata": {},
"outputs": [
@@ -477,7 +515,7 @@
"{'Average Word Length': 3.79, 'Average Sentence Length': 7.0}"
]
},
- "execution_count": 12,
+ "execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
@@ -521,7 +559,7 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 14,
"id": "56af520c-d56b-404a-aebf-ad7c2a9ca503",
"metadata": {},
"outputs": [],
@@ -567,7 +605,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 15,
"id": "f7c8b125-4651-4b21-bcc4-93ef78a4239b",
"metadata": {},
"outputs": [
@@ -603,7 +641,7 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 16,
"id": "daa17c33-adca-4695-90eb-741579382939",
"metadata": {},
"outputs": [],
@@ -622,7 +660,7 @@
},
{
"cell_type": "code",
- "execution_count": 16,
+ "execution_count": 17,
"id": "80d8fa08-6b7d-4ab7-85cd-987823639277",
"metadata": {},
"outputs": [
@@ -650,7 +688,7 @@
},
{
"cell_type": "code",
- "execution_count": 17,
+ "execution_count": 18,
"id": "c8bd9186-eab8-4ca6-93bd-82b260cd3d19",
"metadata": {},
"outputs": [],
@@ -665,7 +703,7 @@
},
{
"cell_type": "code",
- "execution_count": 18,
+ "execution_count": 19,
"id": "3f9c7dc7-6820-4013-a85c-2af4f846d4f5",
"metadata": {},
"outputs": [
@@ -693,7 +731,7 @@
},
{
"cell_type": "code",
- "execution_count": 19,
+ "execution_count": 20,
"id": "65e1a630-c46e-4b18-9831-b97864de53ee",
"metadata": {},
"outputs": [],
@@ -713,7 +751,7 @@
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": 21,
"id": "1612e911-12a8-47c9-b811-b2d6885c3647",
"metadata": {},
"outputs": [
@@ -742,7 +780,7 @@
},
{
"cell_type": "code",
- "execution_count": 21,
+ "execution_count": 22,
"id": "925a3a75-aaaa-4851-b77b-b42cb1e21e11",
"metadata": {},
"outputs": [],
@@ -757,7 +795,7 @@
},
{
"cell_type": "code",
- "execution_count": 22,
+ "execution_count": 23,
"id": "6fa60897-ad26-43b4-b8de-861290ca6bd3",
"metadata": {},
"outputs": [
@@ -783,7 +821,7 @@
},
{
"cell_type": "code",
- "execution_count": 23,
+ "execution_count": 24,
"id": "f3678462-e572-4ce5-8d3d-a5389b2356c8",
"metadata": {},
"outputs": [],
@@ -794,7 +832,7 @@
},
{
"cell_type": "code",
- "execution_count": 24,
+ "execution_count": 25,
"id": "b621b2a8-488f-44db-b085-fe156f453943",
"metadata": {},
"outputs": [
@@ -848,7 +886,7 @@
},
{
"cell_type": "code",
- "execution_count": 25,
+ "execution_count": 26,
"id": "79f99787-c220-4f1d-93a9-59230363ec3f",
"metadata": {},
"outputs": [],
@@ -879,7 +917,7 @@
},
{
"cell_type": "code",
- "execution_count": 26,
+ "execution_count": 27,
"id": "f567efb0-8b0b-4782-9345-052cf1785776",
"metadata": {},
"outputs": [],
@@ -898,10 +936,33 @@
},
{
"cell_type": "code",
- "execution_count": 76,
+ "execution_count": 28,
"id": "8d4ecba9-89b8-4000-a061-aa16aa68a404",
"metadata": {},
- "outputs": [],
+ "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"
+ ]
+ }
+ ],
"source": [
"from transform import *\n",
"\n",
@@ -928,37 +989,7 @@
},
{
"cell_type": "code",
- "execution_count": 62,
- "id": "bfd3abf3-b83a-4817-85ad-654daf72be88",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Tree depth: 8\n"
- ]
- },
- {
- "data": {
- "image/svg+xml": [
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- ],
- "text/plain": [
- "<IPython.core.display.SVG object>"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "visualize_const_prediction(example_sentence)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 63,
+ "execution_count": 29,
"id": "bc51ab44-6885-45cc-bad2-6a43a7791fdb",
"metadata": {},
"outputs": [],
@@ -986,22 +1017,78 @@
},
{
"cell_type": "code",
- "execution_count": 64,
+ "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": [
{
"name": "stdout",
"output_type": "stream",
"text": [
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- "Tree depth: 5\n"
+ "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"
]
},
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1014,13 +1101,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 10\n"
]
},
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@@ -1033,13 +1120,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 6\n"
+ "Tree depth: 8\n"
]
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1052,13 +1139,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 9\n"
]
},
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1071,13 +1158,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 6\n"
+ "Tree depth: 11\n"
]
},
{
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"<IPython.core.display.SVG object>"
@@ -1090,13 +1177,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 7\n"
+ "Tree depth: 12\n"
]
},
{
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"<IPython.core.display.SVG object>"
@@ -1109,13 +1196,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 7\n"
+ "Tree depth: 13\n"
]
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"<IPython.core.display.SVG object>"
@@ -1134,7 +1221,7 @@
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@@ -1147,13 +1234,13 @@
"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>"
@@ -1166,13 +1253,13 @@
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- "Tree depth: 8\n"
+ "Tree depth: 6\n"
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@@ -1185,126 +1272,13 @@
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- "-- Le parlement ... </s> <s> -- Vous , dit Athos , je ne me reconnais pas . </s> <s> -- M. d' Artagnan . </s> <s> Acté ? </s> <s> -- Oui , répondit le mousquetaire . </s> <s> -- Alors , dit le roi , il faut que vous ne le rendiez pas . </s> <s> -- Non , il est vrai , je le suis , mais il m' a semblé ... </s> <s> -- </s> <s> Il a répondu : voilà tout . </s> <s> Je ne puis dire , car il est bien facile à comprendre . </s> \n",
- "Number of sentences without a tree: 0\n"
- ]
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- ],
- "source": [
- "file_conll = \"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\"\n",
- "\n",
- "sents = readFile(file_conll)\n",
- "print(sents)\n",
- "exepts = []\n",
- "file_text = ''\n",
- "for sent in sents[:10]:\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",
- " try:\n",
- " visualize_const_prediction(triple_str)\n",
- " except:\n",
- " exepts.append(triple_str)\n",
- "print(file_text)\n",
- "print(\"Number of sentences without a tree: \", len(exepts))\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 65,
- "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": "code",
- "execution_count": 66,
- "id": "f9ce0388-3621-4cfe-ac6e-323a307fc4d6",
- "metadata": {},
- "outputs": [],
- "source": [
- "from nltk import Tree\n",
- "from IPython.display import SVG, display\n",
- "import re\n",
- "\n",
- "def visualize_const_prediction_and_save(example_sent, filepath):\n",
- " parsed, tokenlist = parse_sentence_block(example_sent)\n",
- " tree = AttachJuxtaposeTree.totree(tokenlist, 'TEXT')\n",
- " nltk_tree = AttachJuxtaposeTree.action2tree(tree, parsed)\n",
- " #print(\"NLTK TREE\", nltk_tree)\n",
- "\n",
- " # Write to file in one line\n",
- " #with open(\"tree.txt\", \"w\", encoding=\"utf-8\") as f:\n",
- " # f.write(tree.pformat(margin=1000000)) # prevent line breaks\n",
- "\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",
- "\n",
- " # Create the HTML content with the SVG\n",
- " html_content = f\"\"\"\n",
- " <html>\n",
- " <head>\n",
- " <title>Tree Visualization</title>\n",
- " </head>\n",
- " <body>\n",
- " {svg_tree_with_bg}\n",
- " <br/>\n",
- " <br/>\n",
- " <br/>\n",
- " </body>\n",
- " </html>\n",
- " \"\"\"\n",
- "\n",
- " # Save the HTML content to a file\n",
- " with open(filepath, 'a') as f:\n",
- " f.write(html_content)\n",
- "\n",
- " # Optionally display it in the notebook\n",
- " display(SVG(svg_tree_with_bg))"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 67,
- "id": "cefe6712-ab53-4589-9fb8-8d4c3fb00378",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "NUMBER OF SENTS: 38\n",
"Tree depth: 5\n"
]
},
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@@ -1313,10 +1287,17 @@
"metadata": {},
"output_type": "display_data"
},
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Tree depth: 8\n"
+ ]
+ },
{
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],
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"<IPython.core.display.SVG object>"
@@ -1329,13 +1310,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 8\n"
]
},
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y=\"16px\">VN</text></svg><svg width=\"33.3333%\" 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=\"16.6667%\" y1=\"20px\" y2=\"48px\"/><svg width=\"38.8889%\" x=\"33.3333%\" 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=\"52.7778%\" y1=\"20px\" y2=\"48px\"/><svg 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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=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"32.8358%\" y1=\"20px\" y2=\"48px\"/><svg width=\"10.4478%\" x=\"38.806%\" 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=\"44.0299%\" y1=\"20px\" y2=\"48px\"/><svg width=\"50.7463%\" x=\"49.2537%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">VN</text></svg><svg width=\"26.4706%\" x=\"0%\" y=\"48px\"><defs/><svg 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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=\"92.6471%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"74.6269%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"49.4565%\" y1=\"20px\" y2=\"48px\"/><svg width=\"7.6087%\" x=\"85.8696%\" 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=\"89.6739%\" y1=\"20px\" y2=\"48px\"/><svg width=\"6.52174%\" x=\"93.4783%\" 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=\"96.7391%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
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stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"2.13675%\" y1=\"20px\" y2=\"48px\"/><svg width=\"5.98291%\" x=\"4.2735%\" 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=\"7.26496%\" y1=\"20px\" y2=\"48px\"/><svg width=\"6.83761%\" x=\"10.2564%\" 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\">Certes</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"13.6752%\" y1=\"20px\" y2=\"48px\"/><svg width=\"5.98291%\" x=\"17.094%\" 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=\"20.0855%\" y1=\"20px\" y2=\"48px\"/><svg width=\"65.812%\" x=\"23.0769%\" 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=\"6.49351%\" 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=\"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\">dit</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=\"3.24675%\" y1=\"20px\" y2=\"48px\"/><svg width=\"93.5065%\" x=\"6.49351%\" 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=\"12.5%\" 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=\"6.25%\" y1=\"20px\" y2=\"48px\"/><svg width=\"9.72222%\" x=\"12.5%\" 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=\"17.3611%\" y1=\"20px\" y2=\"48px\"/><svg width=\"77.7778%\" x=\"22.2222%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">Sint</text></svg><svg width=\"64.2857%\" 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=\"25%\" x=\"0%\" y=\"48px\"><defs/><svg width=\"100%\" 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text-anchor=\"middle\" x=\"50%\" y=\"16px\">clo-a_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\">vous</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"54.1667%\" y1=\"20px\" y2=\"48px\"/><svg width=\"30.5556%\" x=\"69.4444%\" 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\">répondrai</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"84.7222%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"32.1429%\" y1=\"20px\" y2=\"48px\"/><svg width=\"8.92857%\" x=\"64.2857%\" 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=\"68.75%\" y1=\"20px\" y2=\"48px\"/><svg width=\"26.7857%\" x=\"73.2143%\" 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=\"20%\" 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\" 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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1344,10 +1325,17 @@
"metadata": {},
"output_type": "display_data"
},
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Tree depth: 8\n"
+ ]
+ },
{
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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -1360,13 +1348,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 6\n"
+ "Tree depth: 5\n"
]
},
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],
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@@ -1375,10 +1363,17 @@
"metadata": {},
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},
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Tree depth: 8\n"
+ ]
+ },
{
"data": {
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- "<IPython.core.display.SVG object>"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "ename": "NameError",
- "evalue": "name 'filepath' is not defined",
- "output_type": "error",
- "traceback": [
- "\u001b[31m---------------------------------------------------------------------------\u001b[39m",
- "\u001b[31mNameError\u001b[39m Traceback (most recent call last)",
- "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[67]\u001b[39m\u001b[32m, line 28\u001b[39m\n\u001b[32m 10\u001b[39m exepts.append(triple_str)\n\u001b[32m 13\u001b[39m eval_html_content = \u001b[33mf\u001b[39m\u001b[33m\"\"\"\u001b[39m\n\u001b[32m 14\u001b[39m \u001b[33m <html>\u001b[39m\n\u001b[32m 15\u001b[39m \u001b[33m <head>\u001b[39m\n\u001b[32m (...)\u001b[39m\u001b[32m 25\u001b[39m \u001b[33m </html>\u001b[39m\n\u001b[32m 26\u001b[39m \u001b[33m \u001b[39m\u001b[33m\"\"\"\u001b[39m \n\u001b[32m---> \u001b[39m\u001b[32m28\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mopen\u001b[39m(\u001b[43mfilepath\u001b[49m, \u001b[33m'\u001b[39m\u001b[33ma\u001b[39m\u001b[33m'\u001b[39m) \u001b[38;5;28;01mas\u001b[39;00m f:\n\u001b[32m 29\u001b[39m f.write(eval_html_content)\n",
- "\u001b[31mNameError\u001b[39m: name 'filepath' is not defined"
- ]
- }
- ],
- "source": [
- "file_text, triple_strings = prepare_file_to_evaluate(file_conll)\n",
- "\n",
- "exepts = [] \n",
- "\n",
- "for 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",
- " exepts.append(triple_str)\n",
- "\n",
- "\n",
- "eval_html_content = f\"\"\"\n",
- " <html>\n",
- " <head>\n",
- " <title>Evals</title>\n",
- " </head>\n",
- " <body>\n",
- " Number of sentences without a tree: {len(exepts)}\n",
- " <br/>\n",
- " <br/>\n",
- " <br/>\n",
- " Exeptions: {exepts}\n",
- " </body>\n",
- " </html>\n",
- " \"\"\" \n",
- "\n",
- "with open(filepath, 'a') as f:\n",
- " f.write(eval_html_content)\n",
- "\n"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "f917f981-213b-495b-8a96-3b1b74582e13",
- "metadata": {},
- "source": [
- "## Apply all metrics to text files"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 69,
- "id": "adc5bba6-3cef-4024-b25c-b8e9fea868ec",
- "metadata": {},
- "outputs": [],
- "source": [
- " \n",
- "triple_strings_concat = ''.join(triple_strings)\n",
- "#print(\"TRIPLE STRINGS: \", triple_strings_concat)\n",
- "print(\"FILE TEXT: \", file_text)\n",
- "ttr = compute_ttr_cleaned(triple_strings_concat)\n",
- "print(f\"Type/Token Ratio: {ttr:.3f}\")\n",
- "\n",
- "result = compute_ttr_by_pos(triple_strings_concat)\n",
- "print(f\"Verb TTR: {result['verb_ttr']:.3f}\")\n",
- "print(f\"Noun TTR: {result['noun_ttr']:.3f}\")\n",
- "\n",
- "ratios = compute_nv_ratios(triple_strings_concat)\n",
- "print(f\"Nominal/Verb Ratio: {ratios['nominal_verb_ratio']:.2f}\")\n",
- "print(f\"Verb/Nominal Ratio: {ratios['verb_nominal_ratio']:.2f}\")\n",
- "print(f\"Adverb/Verb Ratio: {ratios['adv_verb_ratio']:.2f}\")\n",
- "print(f\"Adj+Noun/Verb Ratio: {ratios['adj_noun_verb_ratio']:.2f}\")\n",
- "\n",
- "compute_french_readability(file_text)\n",
- "\n",
- "compute_avg_lengths(triple_strings_concat)\n",
- "\n",
- "\n",
- "freqs = compute_pos_frequency(triple_strings_concat)\n",
- "\n",
- "print(f\"Verb Frequency: {freqs['verb_freq']:.2f}\")\n",
- "print(f\"Noun Frequency: {freqs['noun_freq']:.2f}\")\n",
- "print(f\"Adj Frequency: {freqs['adv_freq']:.2f}\")\n",
- "print(f\"Adv Frequency: {freqs['adj_freq']:.2f}\")\n",
- "\n",
- "print(\"MSTTR: \", msttr(file_text, 100))\n",
- "\n",
- "print(\"BZIP: \", bzip_compression_ratio(file_text))\n",
- "\n",
- "print(\"WORD ENTROPY: \", word_entropy(file_text))\n",
- "\n",
- "print(\"BIGRAM ENTROPY: \", bigram_entropy(file_text))\n",
- "\n",
- "excepts = [] \n",
- "\n",
- "for 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",
- "\n",
- "print(\"Number of sentences without a tree: \", len(excepts))\n",
- "\n",
- "print(\"Exceptions: \")\n",
- "for exc in excepts:\n",
- " print(exc)\n",
- " \n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 78,
- "id": "24a66303-252b-4cdd-8445-df8657e3795f",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "tok_pos_macro_positional_const-epoch-8-train_loss-4.3-val_loss-4.9.pt_500\n"
- ]
- }
- ],
- "source": [
- "model_name = file_conll.split('73m_')[1]\n",
- "print(model_name)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 84,
- "id": "7ce36a9e-fe62-4de1-a0b6-92cfda9d6cc3",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Tree depth: 5\n"
- ]
- },
- {
- "data": {
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- "<IPython.core.display.SVG object>"
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- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Tree depth: 5\n"
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- },
- {
- "data": {
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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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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2535,7 +1411,7 @@
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2548,13 +1424,13 @@
"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>"
@@ -2567,13 +1443,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 6\n"
+ "Tree depth: 8\n"
]
},
{
"data": {
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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2586,51 +1462,201 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 7\n"
+ "Tree depth: 5\n"
]
},
{
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- "output_type": "stream",
- "text": [
- "Tree depth: 7\n"
+ "<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=\"0,0,328.0,264.0\" width=\"328px\"><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=\"12.1951%\" 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=\"6.09756%\" y1=\"20px\" y2=\"48px\"/><svg width=\"24.3902%\" x=\"12.1951%\" 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=\"24.3902%\" y1=\"20px\" y2=\"48px\"/><svg width=\"63.4146%\" x=\"36.5854%\" 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\">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\">s'</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\">arrêta</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=\"68.2927%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg>"
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+ "<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"
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- ],
- "text/plain": [
- "<IPython.core.display.SVG object>"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
+ }
+ ],
+ "source": [
+ "file_text, triple_strings = prepare_file_to_evaluate(file_to_eval)\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",
+ "print(\"FILE TEXT: \", file_text)\n",
+ "ttr = compute_ttr_cleaned(triple_strings_concat)\n",
+ "print(f\"Type/Token Ratio: {ttr:.3f}\")\n",
+ "\n",
+ "result = compute_ttr_by_pos(triple_strings_concat)\n",
+ "print(f\"Verb TTR: {result['verb_ttr']:.3f}\")\n",
+ "print(f\"Noun TTR: {result['noun_ttr']:.3f}\")\n",
+ "\n",
+ "ratios = compute_nv_ratios(triple_strings_concat)\n",
+ "print(f\"Nominal/Verb Ratio: {ratios['nominal_verb_ratio']:.2f}\")\n",
+ "print(f\"Verb/Nominal Ratio: {ratios['verb_nominal_ratio']:.2f}\")\n",
+ "print(f\"Adverb/Verb Ratio: {ratios['adv_verb_ratio']:.2f}\")\n",
+ "print(f\"Adj+Noun/Verb Ratio: {ratios['adj_noun_verb_ratio']:.2f}\")\n",
+ "\n",
+ "compute_french_readability(file_text)\n",
+ "\n",
+ "compute_avg_lengths(triple_strings_concat)\n",
+ "\n",
+ "\n",
+ "freqs = compute_pos_frequency(triple_strings_concat)\n",
+ "\n",
+ "print(f\"Verb Frequency: {freqs['verb_freq']:.2f}\")\n",
+ "print(f\"Noun Frequency: {freqs['noun_freq']:.2f}\")\n",
+ "print(f\"Adj Frequency: {freqs['adv_freq']:.2f}\")\n",
+ "print(f\"Adv Frequency: {freqs['adj_freq']:.2f}\")\n",
+ "\n",
+ "print(\"MSTTR: \", msttr(file_text, 100))\n",
+ "\n",
+ "print(\"BZIP: \", bzip_compression_ratio(file_text))\n",
+ "\n",
+ "print(\"WORD ENTROPY: \", word_entropy(file_text))\n",
+ "\n",
+ "print(\"BIGRAM ENTROPY: \", bigram_entropy(file_text))\n",
+ "\n",
+ "excepts = [] \n",
+ "\n",
+ "for 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",
+ "\n",
+ "print(\"Number of sentences without a tree: \", len(excepts))\n",
+ "\n",
+ "print(\"Exceptions: \")\n",
+ "for exc in excepts:\n",
+ " print(exc)\n",
+ " \n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 35,
+ "id": "24a66303-252b-4cdd-8445-df8657e3795f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "model_name = file_to_eval.split('texts/')[1]\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 36,
+ "id": "7ce36a9e-fe62-4de1-a0b6-92cfda9d6cc3",
+ "metadata": {},
+ "outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 10\n"
]
},
{
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@@ -2643,13 +1669,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 10\n"
]
},
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x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"25%\" y1=\"20px\" y2=\"48px\"/><svg width=\"50%\" x=\"50%\" 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\">un</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"75%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"84.8485%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"56.5789%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"63.4615%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"49.3976%\" y1=\"20px\" y2=\"48px\"/><svg width=\"19.2771%\" x=\"80.7229%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" 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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2668,26 +1694,7 @@
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2700,13 +1707,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 5\n"
+ "Tree depth: 9\n"
]
},
{
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2719,13 +1726,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 6\n"
+ "Tree depth: 11\n"
]
},
{
"data": {
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2738,13 +1745,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 4\n"
+ "Tree depth: 12\n"
]
},
{
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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2757,13 +1764,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 8\n"
+ "Tree depth: 13\n"
]
},
{
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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\">,</text></svg></svg><line stroke=\"black\" x1=\"50%\" x2=\"50%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"92.8571%\" y1=\"20px\" y2=\"48px\"/></svg><line stroke=\"black\" x1=\"50%\" x2=\"48.8462%\" y1=\"20px\" y2=\"48px\"/><svg width=\"32.3077%\" x=\"67.6923%\" y=\"48px\"><defs/><svg width=\"100%\" x=\"0\" y=\"0px\"><defs/><text text-anchor=\"middle\" x=\"50%\" y=\"16px\">VN</text></svg><svg width=\"21.4286%\" 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=\"10.7143%\" 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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=\"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\">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\">coucher</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=\"11.6667%\" y1=\"20px\" y2=\"48px\"/><svg width=\"11.6667%\" x=\"23.3333%\" 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>"
@@ -2896,7 +1827,7 @@
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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=\"0,0,624.0,312.0\" width=\"624px\"><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=\"6.41026%\" 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=\"3.20513%\" y1=\"20px\" y2=\"48px\"/><svg width=\"8.97436%\" x=\"6.41026%\" 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=\"10.8974%\" 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\">Ssub-MOD</text></svg><svg width=\"24.2424%\" 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>"
@@ -2909,13 +1840,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 4\n"
+ "Tree depth: 5\n"
]
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2928,13 +1859,13 @@
"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>"
@@ -2947,13 +1878,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 6\n"
+ "Tree depth: 8\n"
]
},
{
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"<IPython.core.display.SVG object>"
@@ -2966,13 +1897,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 4\n"
+ "Tree depth: 8\n"
]
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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -2991,7 +1922,7 @@
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"text/plain": [
"<IPython.core.display.SVG object>"
@@ -3010,7 +1941,7 @@
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -3023,13 +1954,13 @@
"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>"
@@ -3080,13 +1992,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 9\n"
+ "Tree depth: 4\n"
]
},
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -3099,13 +2011,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Tree depth: 6\n"
+ "Tree depth: 8\n"
]
},
{
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@@ -3118,13 +2030,13 @@
"name": "stdout",
"output_type": "stream",
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+ "Tree depth: 5\n"
]
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],
"text/plain": [
"<IPython.core.display.SVG object>"
@@ -3137,7 +2049,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "✅ All results written to /home/tatiana.bladier/compo-text-eval/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\n"
+ "✅ 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"
]
}
],
@@ -3151,7 +2063,7 @@
"\n",
"# Concatenate triple strings\n",
"#triple_strings_concat = ''.join(triple_strings)\n",
- "html_lines.append(f'<h3>{file_conll}</h3>')\n",
+ "html_lines.append(f'<h3>{model_name}</h3>')\n",
"# Uncomment to include this text (may be very long)\n",
"# html_lines.append(f'<p>{triple_strings_concat}</p>')\n",
"\n",
@@ -3236,7 +2148,7 @@
"html_lines.append('</body></html>')\n",
"\n",
"# Write to HTML file\n",
- "output_path = Path(\"analysis_report_\" + file_conll + \".html\")\n",
+ "output_path = Path(\"analysis_report_\" + model_name + \".html\")\n",
"output_path.write_text('\\n'.join(html_lines), encoding=\"utf-8\")\n",
"\n",
"print(f\"✅ All results written to {output_path.resolve()}\")"
@@ -3249,6 +2161,22 @@
"metadata": {},
"outputs": [],
"source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d22da34c-3f27-4405-a6f3-686a441e4700",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "52ffd5e1-93c4-43bb-88b9-ed8e16ee59b6",
+ "metadata": {},
+ "outputs": [],
+ "source": []
}
],
"metadata": {