Added backtrack machine for morpho

UD_fr-GSD/eval/experiences.txt

@@ -44,3 +44,12 @@ Premiere technique :
 11 iter :
 11m    tagparser_corr_pred  97.34%     95.15%     98.57%     86.69%     81.36%     99.81%
 
+Nouvelle technique :
+
+
+tool                        POS        MORPHO     LEMMA      GOV        LABEL|GOV  EOS
+5m12 : tagparser_corr_pred  97.26%     95.07%     98.66%     86.05%     81.01%     99.76%
+5m00 : tagparser_corr_pred  97.06%     94.95%     98.62%     85.68%     80.98%     99.77%     
+
+morpho_corr_pred     100.00%    96.54%     
+

UD_fr-GSD/morpho/errorCorrection.tm

+Name : Morpho with error correction
+Dicts : morpho.dicts
+%CLASSIFIERS
+morpho morpho.cla
+error_morpho error_morpho.cla
+%STATES
+morpho morpho
+error_morpho error_morpho
+%TRANSITIONS
+morpho error_morpho 0 *
+error_morpho morpho 0 BACK
+error_morpho morpho 1 *

UD_fr-GSD/morpho/error_morpho.as

+EPSILON
+BACK 1
+BACK 2
+BACK 3
+BACK 4

UD_fr-GSD/morpho/error_morpho.cla

+Name : Error_Morpho
+Type : Prediction
+Oracle : none
+Feature Model : error_morpho.fm
+Action Set : error_morpho.as
+Topology : (500,RELU,0.3)
+Batchsize : 1

UD_fr-GSD/morpho/error_morpho.fm

+# Features classiques
+# FORM
+b.0#FORM.fasttext
+b.1#FORM.fasttext
+b.2#FORM.fasttext
+b.-1#FORM.fasttext
+b.-2#FORM.fasttext
+# POS
+b.0#POS
+b.-1#POS
+b.-2#POS
+b.-3#POS
+# MORPHO
+b.-1#MORPHO
+b.-2#MORPHO
+# UPPERCASE
+b.0#FORM.U
+b.1#FORM.U
+# UPPERCASE
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3

UD_fr-GSD/morpho/machine.tm

-Name : Morpho Machine
+Name : Morpho with error correction
 Dicts : morpho.dicts
 %CLASSIFIERS
 morpho morpho.cla
+error_morpho error_morpho.cla
 %STATES
-morpho1 morpho
+morpho morpho
+error_morpho error_morpho
 %TRANSITIONS
-morpho1 morpho1 +1 *
+morpho error_morpho 0 *
+error_morpho morpho 0 BACK
+error_morpho morpho 1 *

UD_fr-GSD/morpho/morpho.cla

@@ -3,4 +3,4 @@ Type : Prediction
 Oracle : morpho
 Feature Model : morpho.fm
 Action Set : morpho.as
-Topology : (300,RELU,0.3)
+Topology : (1000,RELU,0.3)

UD_fr-GSD/morpho/morpho.dicts

@@ -7,3 +7,11 @@ Morpho_pos     30        Embeddings
 Morpho_form    100       Embeddings
 Morpho_morpho  30        Embeddings
 Morpho_actions 30        Embeddings
+# ERROR_MORPHO
+Error_Morpho_actions 18        Embeddings _
+Error_Morpho_bool    16        Embeddings _
+Error_Morpho_int     16        Embeddings _
+Error_Morpho_pos     18        Embeddings _
+Error_Morpho_form    30        Embeddings _
+Error_Morpho_letters 30        Embeddings _
+Error_Morpho_morpho  22        Embeddings _

UD_fr-GSD/morpho/morpho.fm

 # Features classiques
-b.-3.POS
-b.-2.POS
-b.-1.POS
-b.0.POS
-b.-1.FORM.fasttext
-b.0.FORM.fasttext
-b.0.FORM.U
-b.0.FORM.LEN
-b.-2.MORPHO
-b.-1.MORPHO
-# Suffixes 
-b.0.FORM.PART.-1
-b.0.FORM.PART.-2
-b.0.FORM.PART.-3
-b.0.FORM.PART.-4
-b.0.FORM.PART.0
-b.0.FORM.PART.1
-b.0.FORM.PART.2
-b.0.FORM.PART.3
-# Features sur les mots du futur
-b.1.FORM.fasttext
-b.2.FORM.fasttext
+# FORM
+b.0#FORM.fasttext
+#b.1#FORM.fasttext
+#b.2#FORM.fasttext
+b.-1#FORM.fasttext
+b.-2#FORM.fasttext
+# POS
+b.0#POS
+b.-1#POS
+b.-2#POS
+b.-3#POS
+# MORPHO
+b.-1#MORPHO
+b.-2#MORPHO
+# UPPERCASE
+b.0#FORM.U
+#b.1#FORM.U
+# UPPERCASE
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# ERROR CORRECTION
+b.1#POS
+b.1#MORPHO
+b.2#POS
+b.2#MORPHO
+b.3#POS
+b.3#MORPHO
+b.4#POS
+b.4#MORPHO

UD_fr-GSD/morpho/normal.tm

+Name : Morpho Machine
+Dicts : morpho.dicts
+%CLASSIFIERS
+morpho morpho.cla
+%STATES
+morpho1 morpho
+%TRANSITIONS
+morpho1 morpho1 +1 *