Update spaCy pipeline

.gitattributes

@@ -33,3 +33,8 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+base_transformer/model filter=lfs diff=lfs merge=lfs -text
+fr_trf_ner_nrp-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
+ner_transformer/model filter=lfs diff=lfs merge=lfs -text
+parser/model filter=lfs diff=lfs merge=lfs -text
+trainable_lemmatizer/model filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,119 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- fr
+model-index:
+- name: fr_trf_ner_nrp
+  results:
+  - task:
+      name: NER
+      type: token-classification
+    metrics:
+    - name: NER Precision
+      type: precision
+      value: 0.9446564885
+    - name: NER Recall
+      type: recall
+      value: 0.9537572254
+    - name: NER F Score
+      type: f_score
+      value: 0.9491850431
+  - task:
+      name: TAG
+      type: token-classification
+    metrics:
+    - name: TAG (XPOS) Accuracy
+      type: accuracy
+      value: 0.0
+  - task:
+      name: POS
+      type: token-classification
+    metrics:
+    - name: POS (UPOS) Accuracy
+      type: accuracy
+      value: 0.0
+  - task:
+      name: MORPH
+      type: token-classification
+    metrics:
+    - name: Morph (UFeats) Accuracy
+      type: accuracy
+      value: 0.0
+  - task:
+      name: LEMMA
+      type: token-classification
+    metrics:
+    - name: Lemma Accuracy
+      type: accuracy
+      value: 0.0
+  - task:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Unlabeled Attachment Score (UAS)
+      type: f_score
+      value: 0.0
+  - task:
+      name: LABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Labeled Attachment Score (LAS)
+      type: f_score
+      value: 0.0
+  - task:
+      name: SENTS
+      type: token-classification
+    metrics:
+    - name: Sentences F-Score
+      type: f_score
+      value: 0.0
+---
+| Feature | Description |
+| --- | --- |
+| **Name** | `fr_trf_ner_nrp` |
+| **Version** | `0.0.0` |
+| **spaCy** | `>=3.8.0,<3.9.0` |
+| **Default Pipeline** | `base_transformer`, `morphologizer`, `tagger`, `parser`, `trainable_lemmatizer`, `ner_transformer`, `ner` |
+| **Components** | `base_transformer`, `morphologizer`, `tagger`, `parser`, `trainable_lemmatizer`, `ner_transformer`, `ner` |
+| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
+| **Sources** | n/a |
+| **License** | n/a |
+| **Author** | [n/a]() |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (533 labels for 4 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`morphologizer`** | `POS=PROPN`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=SCONJ`, `POS=ADP`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `NumType=Ord\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=PUNCT`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `Number=Plur\|POS=ADJ`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `POS=ADV`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PROPN`, `Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `NumType=Card\|POS=NUM`, `Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `POS=CCONJ`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `POS=PRON\|PronType=Rel`, `ExtPos=CCONJ\|POS=CCONJ`, `Number=Sing\|POS=DET\|Poss=Yes`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `ExtPos=ADV\|POS=ADV`, `Definite=Def\|Number=Plur\|POS=ADP\|PronType=Art`, `Definite=Ind\|Number=Plur\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `POS=VERB\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Plur\|POS=DET`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `POS=ADV\|PronType=Int`, `ExtPos=SCONJ\|POS=SCONJ`, `POS=VERB\|Tense=Pres\|VerbForm=Part`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Number=Plur\|POS=DET\|Poss=Yes`, `POS=AUX\|VerbForm=Inf`, `Gender=Masc\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `POS=ADV\|Polarity=Neg`, `Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Gender=Masc\|POS=NOUN`, `POS=AUX\|Tense=Past\|VerbForm=Part`, `POS=PRON\|Person=3\|PronType=Prs`, `Number=Plur\|POS=NOUN`, `ExtPos=ADV\|POS=ADP`, `NumType=Ord\|Number=Sing\|POS=ADJ`, `ExtPos=ADP\|POS=ADV\|Polarity=Neg`, `POS=VERB\|Tense=Past\|VerbForm=Part`, `POS=AUX\|Tense=Pres\|VerbForm=Part`, `Number=Sing\|POS=PRON\|Person=3\|PronType=Dem`, `Number=Sing\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Number=Plur\|POS=PROPN`, `Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Dem`, `Gender=Masc\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Masc\|Number=Sing\|POS=DET`, `Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Ind`, `POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `ExtPos=ADP\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `ExtPos=PRON\|POS=ADV`, `Number=Plur\|POS=PRON\|Person=3\|PronType=Ind`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `ExtPos=ADP\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Number=Sing\|POS=PRON\|PronType=Neg`, `Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=PRON\|Person=3\|PronType=Ind`, `Mood=Ind\|POS=VERB\|VerbForm=Fin`, `Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Ind`, `ExtPos=ADP\|POS=ADP`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Dem`, `Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `ExtPos=ADJ\|POS=CCONJ`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Ind\|ExtPos=ADV\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `POS=NUM`, `Gender=Fem\|POS=NOUN`, `Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=DET\|Polarity=Neg`, `Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Ind`, `Definite=Def\|ExtPos=ADV\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `POS=INTJ`, `Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `ExtPos=SCONJ\|POS=ADV`, `ExtPos=DET\|POS=ADP`, `Definite=Ind\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `NumType=Card\|POS=NOUN`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Typo=Yes\|VerbForm=Part\|Voice=Pass`, `POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=DET`, `Gender=Masc\|Number=Sing\|POS=NOUN\|Typo=Yes`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Ind\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PROPN`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Dem`, `Number=Sing\|POS=DET`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Dem`, `Mood=Ind\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `ExtPos=CCONJ\|POS=ADV`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Gender=Fem\|Number=Sing\|POS=NOUN\|Typo=Yes`, `ExtPos=ADP\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|Polarity=Neg`, `ExtPos=CCONJ\|POS=ADP`, `Definite=Def\|ExtPos=ADV\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Foreign=Yes\|POS=X`, `POS=SYM`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `POS=DET`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Definite=Ind\|ExtPos=ADV\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|POS=VERB\|Person=3\|VerbForm=Fin`, `ExtPos=DET\|POS=ADV\|Polarity=Neg`, `Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `POS=ADJ\|Typo=Yes`, `POS=X`, `ExtPos=SCONJ\|POS=ADP`, `ExtPos=ADJ\|POS=X`, `ExtPos=ADJ\|POS=ADP`, `POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `ExtPos=CCONJ\|POS=SYM`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Gender=Masc\|Number=Plur\|POS=DET`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `ExtPos=ADV\|Gender=Masc\|Number=Sing\|POS=NOUN`, `ExtPos=ADP\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|Typo=Yes\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|Typo=Yes\|VerbForm=Fin`, `Gender=Fem\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Mood=Imp\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Ind`, `Number=Plur\|POS=PRON\|Person=2\|PronType=Prs\|Reflex=Yes`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=1\|PronType=Prs\|Reflex=Yes`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NOUN`, `ExtPos=PRON\|POS=ADP`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|Person=1\|PronType=Prs\|Reflex=Yes`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `ExtPos=ADV\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|Typo=Yes\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `ExtPos=ADV\|POS=ADV\|Polarity=Neg`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Neg`, `ExtPos=ADV\|Gender=Masc\|Number=Sing\|POS=ADJ`, `ExtPos=ADV\|Number=Sing\|POS=PRON\|Person=3\|PronType=Dem`, `ExtPos=PRON\|POS=PRON\|PronType=Rel`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs\|Typo=Yes`, `Gender=Masc\|POS=PROPN`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|Typo=Yes\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Typo=Yes\|VerbForm=Part\|Voice=Pass`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `ExtPos=SCONJ\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `ExtPos=ADV\|POS=X`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `ExtPos=CCONJ\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|Typo=Yes\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `ExtPos=INTJ\|POS=INTJ`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|PronType=Rel`, `Gender=Fem\|Number=Plur\|Number[psor]=Plur\|POS=PRON\|Person=3\|Person[psor]=1\|Poss=Yes\|PronType=Prs`, `ExtPos=PROPN\|Gender=Masc\|Number=Sing\|POS=NOUN`, `ExtPos=PROPN\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art\|Typo=Yes`, `ExtPos=PROPN\|Gender=Fem\|Number=Sing\|POS=NOUN`, `ExtPos=ADV\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=PROPN`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|Typo=Yes\|VerbForm=Part\|Voice=Pass`, `ExtPos=ADJ\|Gender=Masc\|NumType=Card\|POS=NUM` |
+| **`tagger`** | `ADJ`, `ADJ__ExtPos=ADV\|Gender=Masc\|Number=Sing`, `ADJ__Gender=Fem\|Number=Plur`, `ADJ__Gender=Fem\|Number=Plur\|NumType=Ord`, `ADJ__Gender=Fem\|Number=Sing`, `ADJ__Gender=Fem\|Number=Sing\|NumType=Ord`, `ADJ__Gender=Masc`, `ADJ__Gender=Masc\|Number=Plur`, `ADJ__Gender=Masc\|Number=Plur\|NumType=Ord`, `ADJ__Gender=Masc\|Number=Sing`, `ADJ__Gender=Masc\|Number=Sing\|NumType=Ord`, `ADJ__NumType=Ord`, `ADJ__Number=Plur`, `ADJ__Number=Sing`, `ADJ__Number=Sing\|NumType=Ord`, `ADJ__Typo=Yes`, `ADP`, `ADP_DET__Definite=Def\|ExtPos=ADV\|Gender=Masc\|Number=Sing\|PronType=Art`, `ADP_DET__Definite=Def\|Gender=Masc\|Number=Sing\|PronType=Art`, `ADP_DET__Definite=Def\|Gender=Masc\|Number=Sing\|PronType=Art\|Typo=Yes`, `ADP_DET__Definite=Def\|Number=Plur\|PronType=Art`, `ADP_PRON__Gender=Fem\|Number=Plur\|PronType=Rel`, `ADP_PRON__Gender=Masc\|Number=Plur\|PronType=Rel`, `ADP_PRON__Gender=Masc\|Number=Sing\|PronType=Rel`, `ADP__ExtPos=ADJ`, `ADP__ExtPos=ADP`, `ADP__ExtPos=ADV`, `ADP__ExtPos=CCONJ`, `ADP__ExtPos=DET`, `ADP__ExtPos=PRON`, `ADP__ExtPos=SCONJ`, `ADV`, `ADV__ExtPos=ADP\|Polarity=Neg`, `ADV__ExtPos=ADV`, `ADV__ExtPos=ADV\|Polarity=Neg`, `ADV__ExtPos=CCONJ`, `ADV__ExtPos=DET\|Polarity=Neg`, `ADV__ExtPos=PRON`, `ADV__ExtPos=SCONJ`, `ADV__Polarity=Neg`, `ADV__PronType=Int`, `AUX__Gender=Masc\|Number=Sing\|Tense=Past\|VerbForm=Part`, `AUX__Mood=Cnd\|Number=Plur\|Person=3\|Tense=Pres\|VerbForm=Fin`, `AUX__Mood=Cnd\|Number=Sing\|Person=1\|Tense=Pres\|VerbForm=Fin`, `AUX__Mood=Cnd\|Number=Sing\|Person=3\|Tense=Pres\|VerbForm=Fin`, `AUX__Mood=Ind\|Number=Plur\|Person=1\|Tense=Fut\|VerbForm=Fin`, `AUX__Mood=Ind\|Number=Plur\|Person=1\|Tense=Imp\|VerbForm=Fin`, `AUX__Mood=Ind\|Number=Plur\|Person=1\|Tense=Pres\|VerbForm=Fin`, `AUX__Mood=Ind\|Number=Plur\|Person=2\|Tense=Pres\|VerbForm=Fin`, `AUX__Mood=Ind\|Number=Plur\|Person=3\|Tense=Fut\|VerbForm=Fin`, `AUX__Mood=Ind\|Number=Plur\|Person=3\|Tense=Imp\|VerbForm=Fin`, `AUX__Mood=Ind\|Number=Plur\|Person=3\|Tense=Past\|VerbForm=Fin`, `AUX__Mood=Ind\|Number=Plur\|Person=3\|Tense=Pres\|Typo=Yes\|VerbForm=Fin`, `AUX__Mood=Ind\|Number=Plur\|Person=3\|Tense=Pres\|VerbForm=Fin`, `AUX__Mood=Ind\|Number=Sing\|Person=1\|Tense=Imp\|VerbForm=Fin`, `AUX__Mood=Ind\|Number=Sing\|Person=1\|Tense=Pres\|VerbForm=Fin`, `AUX__Mood=Ind\|Number=Sing\|Person=3\|Tense=Fut\|VerbForm=Fin`, `AUX__Mood=Ind\|Number=Sing\|Person=3\|Tense=Imp\|Typo=Yes\|VerbForm=Fin`, `AUX__Mood=Ind\|Number=Sing\|Person=3\|Tense=Imp\|VerbForm=Fin`, `AUX__Mood=Ind\|Number=Sing\|Person=3\|Tense=Past\|VerbForm=Fin`, `AUX__Mood=Ind\|Number=Sing\|Person=3\|Tense=Pres\|VerbForm=Fin`, `AUX__Mood=Sub\|Number=Plur\|Person=1\|Tense=Pres\|VerbForm=Fin`, `AUX__Mood=Sub\|Number=Plur\|Person=2\|Tense=Pres\|VerbForm=Fin`, `AUX__Mood=Sub\|Number=Plur\|Person=3\|Tense=Pres\|VerbForm=Fin`, `AUX__Mood=Sub\|Number=Sing\|Person=1\|Tense=Pres\|VerbForm=Fin`, `AUX__Mood=Sub\|Number=Sing\|Person=3\|Tense=Pres\|Typo=Yes\|VerbForm=Fin`, `AUX__Mood=Sub\|Number=Sing\|Person=3\|Tense=Pres\|VerbForm=Fin`, `AUX__Tense=Past\|VerbForm=Part`, `AUX__Tense=Pres\|VerbForm=Part`, `AUX__VerbForm=Inf`, `CCONJ`, `CCONJ__ExtPos=ADJ`, `CCONJ__ExtPos=CCONJ`, `DET`, `DET__Definite=Def\|ExtPos=ADV\|Gender=Masc\|Number=Sing\|PronType=Art`, `DET__Definite=Def\|Gender=Fem\|Number=Sing\|PronType=Art`, `DET__Definite=Def\|Gender=Masc\|Number=Sing\|PronType=Art`, `DET__Definite=Def\|Number=Plur\|PronType=Art`, `DET__Definite=Def\|Number=Sing\|PronType=Art`, `DET__Definite=Ind\|ExtPos=ADV\|Gender=Fem\|Number=Sing\|PronType=Art`, `DET__Definite=Ind\|ExtPos=ADV\|Gender=Masc\|Number=Sing\|PronType=Art`, `DET__Definite=Ind\|Gender=Fem\|Number=Plur\|PronType=Art`, `DET__Definite=Ind\|Gender=Fem\|Number=Sing\|PronType=Art`, `DET__Definite=Ind\|Gender=Masc\|Number=Plur\|PronType=Art`, `DET__Definite=Ind\|Gender=Masc\|Number=Sing\|PronType=Art`, `DET__Definite=Ind\|Number=Plur\|PronType=Art`, `DET__Definite=Ind\|Number=Sing\|PronType=Art`, `DET__Gender=Fem\|Number=Plur`, `DET__Gender=Fem\|Number=Plur\|PronType=Int`, `DET__Gender=Fem\|Number=Sing`, `DET__Gender=Fem\|Number=Sing\|Polarity=Neg`, `DET__Gender=Fem\|Number=Sing\|Poss=Yes`, `DET__Gender=Fem\|Number=Sing\|PronType=Dem`, `DET__Gender=Fem\|Number=Sing\|PronType=Int`, `DET__Gender=Masc\|Number=Plur`, `DET__Gender=Masc\|Number=Sing`, `DET__Gender=Masc\|Number=Sing\|Polarity=Neg`, `DET__Gender=Masc\|Number=Sing\|PronType=Dem`, `DET__Gender=Masc\|Number=Sing\|PronType=Int`, `DET__Number=Plur`, `DET__Number=Plur\|Poss=Yes`, `DET__Number=Plur\|PronType=Dem`, `DET__Number=Sing`, `DET__Number=Sing\|Poss=Yes`, `INTJ`, `INTJ__ExtPos=INTJ`, `NOUN`, `NOUN__ExtPos=ADP\|Gender=Fem\|Number=Sing`, `NOUN__ExtPos=ADV\|Gender=Masc\|Number=Sing`, `NOUN__ExtPos=PROPN\|Gender=Fem\|Number=Sing`, `NOUN__ExtPos=PROPN\|Gender=Masc\|Number=Plur`, `NOUN__ExtPos=PROPN\|Gender=Masc\|Number=Sing`, `NOUN__Gender=Fem`, `NOUN__Gender=Fem\|Number=Plur`, `NOUN__Gender=Fem\|Number=Sing`, `NOUN__Gender=Fem\|Number=Sing\|Typo=Yes`, `NOUN__Gender=Masc`, `NOUN__Gender=Masc\|Number=Plur`, `NOUN__Gender=Masc\|Number=Plur\|NumType=Card`, `NOUN__Gender=Masc\|Number=Sing`, `NOUN__Gender=Masc\|Number=Sing\|NumType=Card`, `NOUN__Gender=Masc\|Number=Sing\|Typo=Yes`, `NOUN__NumType=Card`, `NOUN__Number=Plur`, `NOUN__Number=Sing`, `NUM`, `NUM__ExtPos=ADJ\|Gender=Masc\|NumType=Card`, `NUM__NumType=Card`, `PRON__ExtPos=ADP\|Gender=Masc\|Number=Sing\|Person=3\|PronType=Prs`, `PRON__ExtPos=ADP\|Number=Sing\|Person=3\|PronType=Prs`, `PRON__ExtPos=ADP\|Person=3\|PronType=Prs`, `PRON__ExtPos=ADV\|Gender=Masc\|Number=Sing\|Person=3\|PronType=Prs`, `PRON__ExtPos=ADV\|Number=Sing\|Person=3\|PronType=Dem`, `PRON__ExtPos=ADV\|Person=3\|PronType=Prs`, `PRON__ExtPos=CCONJ\|Person=3\|PronType=Prs`, `PRON__ExtPos=PRON\|PronType=Rel`, `PRON__Gender=Fem\|Number=Plur\|Number[psor]=Plur\|Person=3\|Person[psor]=1\|Poss=Yes\|PronType=Prs`, `PRON__Gender=Fem\|Number=Plur\|Person=3\|PronType=Dem`, `PRON__Gender=Fem\|Number=Plur\|Person=3\|PronType=Ind`, `PRON__Gender=Fem\|Number=Plur\|Person=3\|PronType=Prs`, `PRON__Gender=Fem\|Number=Plur\|Person=3\|PronType=Prs\|Typo=Yes`, `PRON__Gender=Fem\|Number=Plur\|PronType=Rel`, `PRON__Gender=Fem\|Number=Sing\|Person=3\|PronType=Dem`, `PRON__Gender=Fem\|Number=Sing\|Person=3\|PronType=Ind`, `PRON__Gender=Fem\|Number=Sing\|Person=3\|PronType=Prs`, `PRON__Gender=Fem\|Number=Sing\|Person=3\|PronType=Prs\|Reflex=Yes`, `PRON__Gender=Fem\|Number=Sing\|PronType=Rel`, `PRON__Gender=Masc\|Number=Plur\|Person=3\|PronType=Dem`, `PRON__Gender=Masc\|Number=Plur\|Person=3\|PronType=Ind`, `PRON__Gender=Masc\|Number=Plur\|Person=3\|PronType=Prs`, `PRON__Gender=Masc\|Number=Plur\|Person=3\|PronType=Prs\|Reflex=Yes`, `PRON__Gender=Masc\|Number=Plur\|PronType=Rel`, `PRON__Gender=Masc\|Number=Sing\|Person=3\|PronType=Dem`, `PRON__Gender=Masc\|Number=Sing\|Person=3\|PronType=Ind`, `PRON__Gender=Masc\|Number=Sing\|Person=3\|PronType=Prs`, `PRON__Gender=Masc\|Number=Sing\|PronType=Neg`, `PRON__Gender=Masc\|Number=Sing\|PronType=Rel`, `PRON__Number=Plur\|Person=1\|PronType=Prs`, `PRON__Number=Plur\|Person=1\|PronType=Prs\|Reflex=Yes`, `PRON__Number=Plur\|Person=2\|PronType=Prs`, `PRON__Number=Plur\|Person=2\|PronType=Prs\|Reflex=Yes`, `PRON__Number=Plur\|Person=3\|PronType=Ind`, `PRON__Number=Plur\|Person=3\|PronType=Prs`, `PRON__Number=Sing\|Person=1\|PronType=Prs`, `PRON__Number=Sing\|Person=1\|PronType=Prs\|Reflex=Yes`, `PRON__Number=Sing\|Person=2\|PronType=Prs`, `PRON__Number=Sing\|Person=3\|PronType=Dem`, `PRON__Number=Sing\|Person=3\|PronType=Ind`, `PRON__Number=Sing\|Person=3\|PronType=Prs`, `PRON__Number=Sing\|PronType=Neg`, `PRON__Number=Sing\|PronType=Rel`, `PRON__Person=3\|PronType=Prs`, `PRON__Person=3\|PronType=Prs\|Reflex=Yes`, `PRON__PronType=Int`, `PRON__PronType=Rel`, `PROPN`, `PROPN__Gender=Fem\|Number=Plur`, `PROPN__Gender=Fem\|Number=Sing`, `PROPN__Gender=Masc`, `PROPN__Gender=Masc\|Number=Plur`, `PROPN__Gender=Masc\|Number=Sing`, `PROPN__Number=Plur`, `PROPN__Number=Sing`, `PUNCT`, `SCONJ`, `SCONJ__ExtPos=SCONJ`, `SYM`, `SYM__ExtPos=CCONJ`, `VERB__ExtPos=SCONJ\|Gender=Masc\|Number=Sing\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `VERB__Gender=Fem\|Number=Plur\|Tense=Past\|Typo=Yes\|VerbForm=Part\|Voice=Pass`, `VERB__Gender=Fem\|Number=Plur\|Tense=Past\|VerbForm=Part`, `VERB__Gender=Fem\|Number=Plur\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `VERB__Gender=Fem\|Number=Sing\|Tense=Past\|Typo=Yes\|VerbForm=Part\|Voice=Pass`, `VERB__Gender=Fem\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Gender=Fem\|Number=Sing\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `VERB__Gender=Masc\|Number=Plur\|Tense=Past\|Typo=Yes\|VerbForm=Part\|Voice=Pass`, `VERB__Gender=Masc\|Number=Plur\|Tense=Past\|VerbForm=Part`, `VERB__Gender=Masc\|Number=Plur\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `VERB__Gender=Masc\|Number=Sing\|Tense=Past\|Typo=Yes\|VerbForm=Part\|Voice=Pass`, `VERB__Gender=Masc\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Gender=Masc\|Number=Sing\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `VERB__Gender=Masc\|Tense=Past\|VerbForm=Part`, `VERB__Gender=Masc\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `VERB__Mood=Cnd\|Number=Plur\|Person=1\|Tense=Pres\|VerbForm=Fin`, `VERB__Mood=Cnd\|Number=Plur\|Person=2\|Tense=Pres\|VerbForm=Fin`, `VERB__Mood=Cnd\|Number=Plur\|Person=3\|Tense=Pres\|VerbForm=Fin`, `VERB__Mood=Cnd\|Number=Sing\|Person=1\|Tense=Pres\|VerbForm=Fin`, `VERB__Mood=Cnd\|Number=Sing\|Person=3\|Tense=Pres\|VerbForm=Fin`, `VERB__Mood=Imp\|Number=Plur\|Person=1\|Tense=Pres\|VerbForm=Fin`, `VERB__Mood=Imp\|Number=Plur\|Person=2\|Tense=Pres\|VerbForm=Fin`, `VERB__Mood=Imp\|Tense=Pres\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Plur\|Person=1\|Tense=Fut\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Plur\|Person=1\|Tense=Imp\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Plur\|Person=1\|Tense=Pres\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Plur\|Person=2\|Tense=Fut\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Plur\|Person=2\|Tense=Imp\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Plur\|Person=2\|Tense=Pres\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Plur\|Person=3\|Tense=Fut\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Plur\|Person=3\|Tense=Imp\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Plur\|Person=3\|Tense=Past\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Plur\|Person=3\|Tense=Pres\|Typo=Yes\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Plur\|Person=3\|Tense=Pres\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Sing\|Person=1\|Tense=Fut\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Sing\|Person=1\|Tense=Imp\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Sing\|Person=1\|Tense=Pres\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Sing\|Person=3\|Tense=Fut\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Sing\|Person=3\|Tense=Imp\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Sing\|Person=3\|Tense=Past\|VerbForm=Fin`, `VERB__Mood=Ind\|Number=Sing\|Person=3\|Tense=Pres\|VerbForm=Fin`, `VERB__Mood=Ind\|Person=3\|Tense=Pres\|VerbForm=Fin`, `VERB__Mood=Ind\|Person=3\|VerbForm=Fin`, `VERB__Mood=Ind\|VerbForm=Fin`, `VERB__Mood=Sub\|Number=Plur\|Person=3\|Tense=Pres\|VerbForm=Fin`, `VERB__Mood=Sub\|Number=Sing\|Person=1\|Tense=Pres\|VerbForm=Fin`, `VERB__Mood=Sub\|Number=Sing\|Person=3\|Tense=Past\|VerbForm=Fin`, `VERB__Mood=Sub\|Number=Sing\|Person=3\|Tense=Pres\|VerbForm=Fin`, `VERB__Number=Plur\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `VERB__Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Number=Sing\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `VERB__Tense=Past\|VerbForm=Part`, `VERB__Tense=Past\|VerbForm=Part\|Voice=Pass`, `VERB__Tense=Pres\|VerbForm=Part`, `VERB__VerbForm=Inf`, `X`, `X__ExtPos=ADJ`, `X__ExtPos=ADV`, `X__Foreign=Yes` |
+| **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux:pass`, `aux:tense`, `case`, `cc`, `ccomp`, `conj`, `cop`, `csubj`, `dep`, `det`, `expl:comp`, `expl:pass`, `expl:pv`, `expl:subj`, `fixed`, `flat:foreign`, `flat:name`, `iobj`, `mark`, `nmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl:agent`, `obl:arg`, `obl:mod`, `parataxis`, `parataxis:insert`, `punct`, `vocative`, `xcomp` |
+| **`ner`** | `LOC`, `ORG`, `PER` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `POS_ACC` | 0.00 |
+| `MORPH_ACC` | 0.00 |
+| `MORPH_PER_FEAT` | 0.00 |
+| `TAG_ACC` | 0.00 |
+| `DEP_UAS` | 0.00 |
+| `DEP_LAS` | 0.00 |
+| `DEP_LAS_PER_TYPE` | 0.00 |
+| `SENTS_P` | 0.00 |
+| `SENTS_R` | 0.00 |
+| `SENTS_F` | 0.00 |
+| `LEMMA_ACC` | 0.00 |
+| `ENTS_F` | 94.92 |
+| `ENTS_P` | 94.47 |
+| `ENTS_R` | 95.38 |
+| `NER_TRANSFORMER_LOSS` | 244.92 |
+| `NER_LOSS` | 4983.34 |

base_transformer/cfg

@@ -0,0 +1,3 @@
+{
+  "max_batch_items":4096
+}

base_transformer/model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9ae39444f07d7fbefb34c737e0104261bf2a3ec604d75d8cab541c52d7f77fe7
+size 443537828

config.cfg

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+[paths]
+train = "./data/raw/training/fr/reviewed_annotations-11-2024/train.spacy"
+dev = "./data/raw/training/fr/reviewed_annotations-11-2024/dev.spacy"
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = "pytorch"
+seed = 17
+
+[nlp]
+lang = "fr"
+pipeline = ["base_transformer","morphologizer","tagger","parser","trainable_lemmatizer","ner_transformer","ner"]
+batch_size = 512
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+tokenizer = {"@tokenizers":"customize_tokenizer"}
+vectors = {"@vectors":"spacy.Vectors.v1"}
+
+[components]
+
+[components.base_transformer]
+factory = "transformer"
+max_batch_items = 4096
+set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
+
+[components.base_transformer.model]
+@architectures = "spacy-transformers.TransformerModel.v3"
+name = "almanach/camembertav2-base"
+mixed_precision = false
+
+[components.base_transformer.model.get_spans]
+@span_getters = "spacy-transformers.strided_spans.v1"
+window = 128
+stride = 96
+
+[components.base_transformer.model.grad_scaler_config]
+
+[components.base_transformer.model.tokenizer_config]
+use_fast = true
+
+[components.base_transformer.model.transformer_config]
+
+[components.morphologizer]
+factory = "morphologizer"
+extend = false
+label_smoothing = 0.0
+overwrite = true
+scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
+
+[components.morphologizer.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.morphologizer.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.ner]
+factory = "ner"
+incorrect_spans_key = null
+moves = null
+scorer = {"@scorers":"spacy.ner_scorer.v1"}
+update_with_oracle_cut_size = 100
+
+[components.ner.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "ner"
+extra_state_tokens = false
+hidden_width = 64
+maxout_pieces = 2
+use_upper = false
+nO = null
+
+[components.ner.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "ner_transformer"
+
+[components.ner_transformer]
+factory = "transformer"
+max_batch_items = 4096
+set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
+
+[components.ner_transformer.model]
+@architectures = "spacy-transformers.TransformerModel.v3"
+name = "almanach/camembertav2-base"
+mixed_precision = false
+
+[components.ner_transformer.model.get_spans]
+@span_getters = "spacy-transformers.strided_spans.v1"
+window = 128
+stride = 96
+
+[components.ner_transformer.model.grad_scaler_config]
+
+[components.ner_transformer.model.tokenizer_config]
+use_fast = true
+
+[components.ner_transformer.model.transformer_config]
+
+[components.parser]
+factory = "parser"
+learn_tokens = false
+min_action_freq = 30
+moves = null
+scorer = {"@scorers":"spacy.parser_scorer.v1"}
+update_with_oracle_cut_size = 100
+
+[components.parser.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "parser"
+extra_state_tokens = false
+hidden_width = 128
+maxout_pieces = 3
+use_upper = false
+nO = null
+
+[components.parser.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "base_transformer"
+
+[components.tagger]
+factory = "tagger"
+label_smoothing = 0.0
+neg_prefix = "!"
+overwrite = false
+scorer = {"@scorers":"spacy.tagger_scorer.v1"}
+
+[components.tagger.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.tagger.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.trainable_lemmatizer]
+factory = "trainable_lemmatizer"
+backoff = "orth"
+min_tree_freq = 3
+overwrite = false
+scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
+top_k = 1
+
+[components.trainable_lemmatizer.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.trainable_lemmatizer.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[corpora]
+
+[corpora.dev]
+@readers = "spacy.Corpus.v1"
+path = ${paths.dev}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths.train}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[training]
+accumulate_gradient = 3
+dev_corpus = "corpora.dev"
+train_corpus = "corpora.train"
+seed = ${system.seed}
+gpu_allocator = ${system.gpu_allocator}
+dropout = 0.1
+patience = 4800
+max_epochs = 0
+max_steps = 20000
+eval_frequency = 200
+frozen_components = ["base_transformer","morphologizer","tagger","parser","trainable_lemmatizer"]
+annotating_components = ["base_transformer","morphologizer","tagger"]
+before_to_disk = null
+before_update = null
+
+[training.batcher]
+@batchers = "spacy.batch_by_padded.v1"
+discard_oversize = false
+buffer = 256
+get_length = null
+
+[training.batcher.size]
+@schedules = "compounding.v1"
+start = 100
+stop = 1000
+compound = 1.001
+t = 0.0
+
+[training.logger]
+@loggers = "spacy.ConsoleLogger.v3"
+progress_bar = "train"
+console_output = true
+output_file = null
+
+[training.optimizer]
+@optimizers = "Adam.v1"
+beta1 = 0.9
+beta2 = 0.999
+L2_is_weight_decay = true
+L2 = 0.01
+grad_clip = 1.0
+use_averages = false
+eps = 0.00000001
+
+[training.optimizer.learn_rate]
+@schedules = "warmup_linear.v1"
+warmup_steps = 250
+total_steps = 20000
+initial_rate = 0.00005
+
+[training.score_weights]
+pos_acc = 0.1
+morph_acc = 0.1
+morph_per_feat = null
+tag_acc = 0.2
+dep_uas = 0.1
+dep_las = 0.1
+dep_las_per_type = null
+sents_p = null
+sents_r = null
+sents_f = 0.0
+lemma_acc = 0.2
+ents_f = 0.2
+ents_p = 0.0
+ents_r = 0.0
+ents_per_type = null
+
+[pretraining]
+
+[initialize]
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+vocab_data = null
+lookups = null
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.tokenizer]

fr_trf_ner_nrp-any-py3-none-any.whl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:33d66d357fdf334e6e0a57eca7bef18e4d341b2352491bc6215cb843f2eb17cf
+size 824560487

meta.json

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+{
+  "lang":"fr",
+  "name":"trf_ner_nrp",
+  "version":"0.0.0",
+  "description":"",
+  "author":"",
+  "email":"",
+  "url":"",
+  "license":"",
+  "spacy_version":">=3.8.0,<3.9.0",
+  "spacy_git_version":"b427597",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null
+  },
+  "labels":{
+    "base_transformer":[
+
+    ],
+    "morphologizer":[
+      "POS=PROPN",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
+      "Gender=Fem|Number=Sing|POS=NOUN",
+      "Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "POS=SCONJ",
+      "POS=ADP",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "NumType=Ord|POS=ADJ",
+      "Gender=Masc|Number=Sing|POS=NOUN",
+      "POS=PUNCT",
+      "Gender=Masc|Number=Sing|POS=PROPN",
+      "Number=Plur|POS=ADJ",
+      "Gender=Masc|Number=Plur|POS=NOUN",
+      "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Number=Sing|POS=ADJ",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "POS=ADV",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Fem|Number=Sing|POS=PROPN",
+      "Definite=Def|Number=Sing|POS=DET|PronType=Art",
+      "NumType=Card|POS=NUM",
+      "Definite=Def|Number=Plur|POS=DET|PronType=Art",
+      "Gender=Masc|Number=Plur|POS=ADJ",
+      "POS=CCONJ",
+      "Gender=Fem|Number=Plur|POS=NOUN",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
+      "Gender=Fem|Number=Plur|POS=ADJ",
+      "POS=ADJ",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
+      "POS=PRON|PronType=Rel",
+      "ExtPos=CCONJ|POS=CCONJ",
+      "Number=Sing|POS=DET|Poss=Yes",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art",
+      "ExtPos=ADV|POS=ADV",
+      "Definite=Def|Number=Plur|POS=ADP|PronType=Art",
+      "Definite=Ind|Number=Plur|POS=DET|PronType=Art",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
+      "POS=VERB|VerbForm=Inf",
+      "Gender=Fem|Number=Sing|POS=ADJ",
+      "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Number=Plur|POS=DET",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=ADJ",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
+      "POS=ADV|PronType=Int",
+      "ExtPos=SCONJ|POS=SCONJ",
+      "POS=VERB|Tense=Pres|VerbForm=Part",
+      "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Masc|POS=ADJ",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
+      "Number=Plur|POS=DET|Poss=Yes",
+      "POS=AUX|VerbForm=Inf",
+      "Gender=Masc|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
+      "POS=ADV|Polarity=Neg",
+      "Definite=Ind|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
+      "Gender=Masc|POS=NOUN",
+      "POS=AUX|Tense=Past|VerbForm=Part",
+      "POS=PRON|Person=3|PronType=Prs",
+      "Number=Plur|POS=NOUN",
+      "ExtPos=ADV|POS=ADP",
+      "NumType=Ord|Number=Sing|POS=ADJ",
+      "ExtPos=ADP|POS=ADV|Polarity=Neg",
+      "POS=VERB|Tense=Past|VerbForm=Part",
+      "POS=AUX|Tense=Pres|VerbForm=Part",
+      "Number=Sing|POS=PRON|Person=3|PronType=Dem",
+      "Number=Sing|POS=NOUN",
+      "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ",
+      "Number=Plur|POS=PROPN",
+      "Number=Sing|POS=PROPN",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Dem",
+      "Gender=Masc|POS=VERB|Tense=Past|VerbForm=Part",
+      "Gender=Masc|Number=Sing|POS=DET",
+      "Gender=Fem|Number=Sing|POS=DET|Poss=Yes",
+      "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind",
+      "POS=NOUN",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
+      "ExtPos=ADP|Gender=Fem|Number=Sing|POS=NOUN",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "ExtPos=PRON|POS=ADV",
+      "Number=Plur|POS=PRON|Person=3|PronType=Ind",
+      "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ",
+      "ExtPos=ADP|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
+      "Number=Sing|POS=PRON|PronType=Neg",
+      "Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Number=Sing|POS=PRON|Person=3|PronType=Ind",
+      "Mood=Ind|POS=VERB|VerbForm=Fin",
+      "Number=Plur|POS=DET|PronType=Dem",
+      "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Ind",
+      "ExtPos=ADP|POS=ADP",
+      "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem",
+      "Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "ExtPos=ADJ|POS=CCONJ",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Definite=Ind|ExtPos=ADV|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ",
+      "POS=NUM",
+      "Gender=Fem|POS=NOUN",
+      "Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Masc|Number=Sing|POS=DET|Polarity=Neg",
+      "Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
+      "Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
+      "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Ind",
+      "Definite=Def|ExtPos=ADV|Gender=Masc|Number=Sing|POS=ADP|PronType=Art",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
+      "POS=INTJ",
+      "Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "ExtPos=SCONJ|POS=ADV",
+      "ExtPos=DET|POS=ADP",
+      "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
+      "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "NumType=Card|POS=NOUN",
+      "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass",
+      "POS=PRON|PronType=Int",
+      "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Fem|Number=Sing|POS=DET",
+      "Gender=Masc|Number=Sing|POS=NOUN|Typo=Yes",
+      "Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=DET",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
+      "Mood=Cnd|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=PROPN",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Dem",
+      "Number=Sing|POS=DET",
+      "Gender=Masc|NumType=Card|Number=Plur|POS=NOUN",
+      "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Dem",
+      "Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=PRON|PronType=Rel",
+      "ExtPos=CCONJ|POS=ADV",
+      "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
+      "Gender=Fem|Number=Sing|POS=NOUN|Typo=Yes",
+      "ExtPos=ADP|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=DET|Polarity=Neg",
+      "ExtPos=CCONJ|POS=ADP",
+      "Definite=Def|ExtPos=ADV|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part",
+      "Foreign=Yes|POS=X",
+      "POS=SYM",
+      "Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Int",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Int",
+      "POS=DET",
+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Rel",
+      "Definite=Ind|ExtPos=ADV|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|POS=VERB|Person=3|VerbForm=Fin",
+      "ExtPos=DET|POS=ADV|Polarity=Neg",
+      "Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
+      "POS=ADJ|Typo=Yes",
+      "POS=X",
+      "ExtPos=SCONJ|POS=ADP",
+      "ExtPos=ADJ|POS=X",
+      "ExtPos=ADJ|POS=ADP",
+      "POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
+      "ExtPos=CCONJ|POS=SYM",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Int",
+      "Gender=Masc|Number=Plur|POS=DET",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Rel",
+      "ExtPos=ADV|Gender=Masc|Number=Sing|POS=NOUN",
+      "ExtPos=ADP|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|Typo=Yes|VerbForm=Fin",
+      "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin",
+      "Mood=Imp|POS=VERB|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Ind",
+      "Number=Plur|POS=PRON|Person=2|PronType=Prs|Reflex=Yes",
+      "Mood=Cnd|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes",
+      "Gender=Masc|NumType=Card|Number=Sing|POS=NOUN",
+      "ExtPos=PRON|POS=ADP",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
+      "Number=Sing|POS=PRON|Person=1|PronType=Prs|Reflex=Yes",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "ExtPos=ADV|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|Typo=Yes|VerbForm=Fin",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "ExtPos=ADV|POS=ADV|Polarity=Neg",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Neg",
+      "ExtPos=ADV|Gender=Masc|Number=Sing|POS=ADJ",
+      "ExtPos=ADV|Number=Sing|POS=PRON|Person=3|PronType=Dem",
+      "ExtPos=PRON|POS=PRON|PronType=Rel",
+      "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs|Typo=Yes",
+      "Gender=Masc|POS=PROPN",
+      "Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|Typo=Yes|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "ExtPos=SCONJ|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
+      "ExtPos=ADV|POS=X",
+      "Mood=Cnd|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "ExtPos=CCONJ|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|Typo=Yes|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "ExtPos=INTJ|POS=INTJ",
+      "Mood=Imp|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin",
+      "Number=Sing|POS=PRON|PronType=Rel",
+      "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=PRON|Person=3|Person[psor]=1|Poss=Yes|PronType=Prs",
+      "ExtPos=PROPN|Gender=Masc|Number=Sing|POS=NOUN",
+      "ExtPos=PROPN|Gender=Masc|Number=Plur|POS=NOUN",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art|Typo=Yes",
+      "ExtPos=PROPN|Gender=Fem|Number=Sing|POS=NOUN",
+      "ExtPos=ADV|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Fem|Number=Plur|POS=PROPN",
+      "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass",
+      "ExtPos=ADJ|Gender=Masc|NumType=Card|POS=NUM"
+    ],
+    "tagger":[
+      "ADJ",
+      "ADJ__ExtPos=ADV|Gender=Masc|Number=Sing",
+      "ADJ__Gender=Fem|Number=Plur",
+      "ADJ__Gender=Fem|Number=Plur|NumType=Ord",
+      "ADJ__Gender=Fem|Number=Sing",
+      "ADJ__Gender=Fem|Number=Sing|NumType=Ord",
+      "ADJ__Gender=Masc",
+      "ADJ__Gender=Masc|Number=Plur",
+      "ADJ__Gender=Masc|Number=Plur|NumType=Ord",
+      "ADJ__Gender=Masc|Number=Sing",
+      "ADJ__Gender=Masc|Number=Sing|NumType=Ord",
+      "ADJ__NumType=Ord",
+      "ADJ__Number=Plur",
+      "ADJ__Number=Sing",
+      "ADJ__Number=Sing|NumType=Ord",
+      "ADJ__Typo=Yes",
+      "ADP",
+      "ADP_DET__Definite=Def|ExtPos=ADV|Gender=Masc|Number=Sing|PronType=Art",
+      "ADP_DET__Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
+      "ADP_DET__Definite=Def|Gender=Masc|Number=Sing|PronType=Art|Typo=Yes",
+      "ADP_DET__Definite=Def|Number=Plur|PronType=Art",
+      "ADP_PRON__Gender=Fem|Number=Plur|PronType=Rel",
+      "ADP_PRON__Gender=Masc|Number=Plur|PronType=Rel",
+      "ADP_PRON__Gender=Masc|Number=Sing|PronType=Rel",
+      "ADP__ExtPos=ADJ",
+      "ADP__ExtPos=ADP",
+      "ADP__ExtPos=ADV",
+      "ADP__ExtPos=CCONJ",
+      "ADP__ExtPos=DET",
+      "ADP__ExtPos=PRON",
+      "ADP__ExtPos=SCONJ",
+      "ADV",
+      "ADV__ExtPos=ADP|Polarity=Neg",
+      "ADV__ExtPos=ADV",
+      "ADV__ExtPos=ADV|Polarity=Neg",
+      "ADV__ExtPos=CCONJ",
+      "ADV__ExtPos=DET|Polarity=Neg",
+      "ADV__ExtPos=PRON",
+      "ADV__ExtPos=SCONJ",
+      "ADV__Polarity=Neg",
+      "ADV__PronType=Int",
+      "AUX__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+      "AUX__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+      "AUX__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+      "AUX__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+      "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
+      "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+      "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+      "AUX__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+      "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
+      "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+      "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
+      "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Pres|Typo=Yes|VerbForm=Fin",
+      "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+      "AUX__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+      "AUX__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+      "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
+      "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Imp|Typo=Yes|VerbForm=Fin",
+      "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+      "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+      "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+      "AUX__Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+      "AUX__Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+      "AUX__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+      "AUX__Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+      "AUX__Mood=Sub|Number=Sing|Person=3|Tense=Pres|Typo=Yes|VerbForm=Fin",
+      "AUX__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+      "AUX__Tense=Past|VerbForm=Part",
+      "AUX__Tense=Pres|VerbForm=Part",
+      "AUX__VerbForm=Inf",
+      "CCONJ",
+      "CCONJ__ExtPos=ADJ",
+      "CCONJ__ExtPos=CCONJ",
+      "DET",
+      "DET__Definite=Def|ExtPos=ADV|Gender=Masc|Number=Sing|PronType=Art",
+      "DET__Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
+      "DET__Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
+      "DET__Definite=Def|Number=Plur|PronType=Art",
+      "DET__Definite=Def|Number=Sing|PronType=Art",
+      "DET__Definite=Ind|ExtPos=ADV|Gender=Fem|Number=Sing|PronType=Art",
+      "DET__Definite=Ind|ExtPos=ADV|Gender=Masc|Number=Sing|PronType=Art",
+      "DET__Definite=Ind|Gender=Fem|Number=Plur|PronType=Art",
+      "DET__Definite=Ind|Gender=Fem|Number=Sing|PronType=Art",
+      "DET__Definite=Ind|Gender=Masc|Number=Plur|PronType=Art",
+      "DET__Definite=Ind|Gender=Masc|Number=Sing|PronType=Art",
+      "DET__Definite=Ind|Number=Plur|PronType=Art",
+      "DET__Definite=Ind|Number=Sing|PronType=Art",
+      "DET__Gender=Fem|Number=Plur",
+      "DET__Gender=Fem|Number=Plur|PronType=Int",
+      "DET__Gender=Fem|Number=Sing",
+      "DET__Gender=Fem|Number=Sing|Polarity=Neg",
+      "DET__Gender=Fem|Number=Sing|Poss=Yes",
+      "DET__Gender=Fem|Number=Sing|PronType=Dem",
+      "DET__Gender=Fem|Number=Sing|PronType=Int",
+      "DET__Gender=Masc|Number=Plur",
+      "DET__Gender=Masc|Number=Sing",
+      "DET__Gender=Masc|Number=Sing|Polarity=Neg",
+      "DET__Gender=Masc|Number=Sing|PronType=Dem",
+      "DET__Gender=Masc|Number=Sing|PronType=Int",
+      "DET__Number=Plur",
+      "DET__Number=Plur|Poss=Yes",
+      "DET__Number=Plur|PronType=Dem",
+      "DET__Number=Sing",
+      "DET__Number=Sing|Poss=Yes",
+      "INTJ",
+      "INTJ__ExtPos=INTJ",
+      "NOUN",
+      "NOUN__ExtPos=ADP|Gender=Fem|Number=Sing",
+      "NOUN__ExtPos=ADV|Gender=Masc|Number=Sing",
+      "NOUN__ExtPos=PROPN|Gender=Fem|Number=Sing",
+      "NOUN__ExtPos=PROPN|Gender=Masc|Number=Plur",
+      "NOUN__ExtPos=PROPN|Gender=Masc|Number=Sing",
+      "NOUN__Gender=Fem",
+      "NOUN__Gender=Fem|Number=Plur",
+      "NOUN__Gender=Fem|Number=Sing",
+      "NOUN__Gender=Fem|Number=Sing|Typo=Yes",
+      "NOUN__Gender=Masc",
+      "NOUN__Gender=Masc|Number=Plur",
+      "NOUN__Gender=Masc|Number=Plur|NumType=Card",
+      "NOUN__Gender=Masc|Number=Sing",
+      "NOUN__Gender=Masc|Number=Sing|NumType=Card",
+      "NOUN__Gender=Masc|Number=Sing|Typo=Yes",
+      "NOUN__NumType=Card",
+      "NOUN__Number=Plur",
+      "NOUN__Number=Sing",
+      "NUM",
+      "NUM__ExtPos=ADJ|Gender=Masc|NumType=Card",
+      "NUM__NumType=Card",
+      "PRON__ExtPos=ADP|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+      "PRON__ExtPos=ADP|Number=Sing|Person=3|PronType=Prs",
+      "PRON__ExtPos=ADP|Person=3|PronType=Prs",
+      "PRON__ExtPos=ADV|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+      "PRON__ExtPos=ADV|Number=Sing|Person=3|PronType=Dem",
+      "PRON__ExtPos=ADV|Person=3|PronType=Prs",
+      "PRON__ExtPos=CCONJ|Person=3|PronType=Prs",
+      "PRON__ExtPos=PRON|PronType=Rel",
+      "PRON__Gender=Fem|Number=Plur|Number[psor]=Plur|Person=3|Person[psor]=1|Poss=Yes|PronType=Prs",
+      "PRON__Gender=Fem|Number=Plur|Person=3|PronType=Dem",
+      "PRON__Gender=Fem|Number=Plur|Person=3|PronType=Ind",
+      "PRON__Gender=Fem|Number=Plur|Person=3|PronType=Prs",
+      "PRON__Gender=Fem|Number=Plur|Person=3|PronType=Prs|Typo=Yes",
+      "PRON__Gender=Fem|Number=Plur|PronType=Rel",
+      "PRON__Gender=Fem|Number=Sing|Person=3|PronType=Dem",
+      "PRON__Gender=Fem|Number=Sing|Person=3|PronType=Ind",
+      "PRON__Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+      "PRON__Gender=Fem|Number=Sing|Person=3|PronType=Prs|Reflex=Yes",
+      "PRON__Gender=Fem|Number=Sing|PronType=Rel",
+      "PRON__Gender=Masc|Number=Plur|Person=3|PronType=Dem",
+      "PRON__Gender=Masc|Number=Plur|Person=3|PronType=Ind",
+      "PRON__Gender=Masc|Number=Plur|Person=3|PronType=Prs",
+      "PRON__Gender=Masc|Number=Plur|Person=3|PronType=Prs|Reflex=Yes",
+      "PRON__Gender=Masc|Number=Plur|PronType=Rel",
+      "PRON__Gender=Masc|Number=Sing|Person=3|PronType=Dem",
+      "PRON__Gender=Masc|Number=Sing|Person=3|PronType=Ind",
+      "PRON__Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+      "PRON__Gender=Masc|Number=Sing|PronType=Neg",
+      "PRON__Gender=Masc|Number=Sing|PronType=Rel",
+      "PRON__Number=Plur|Person=1|PronType=Prs",
+      "PRON__Number=Plur|Person=1|PronType=Prs|Reflex=Yes",
+      "PRON__Number=Plur|Person=2|PronType=Prs",
+      "PRON__Number=Plur|Person=2|PronType=Prs|Reflex=Yes",
+      "PRON__Number=Plur|Person=3|PronType=Ind",
+      "PRON__Number=Plur|Person=3|PronType=Prs",
+      "PRON__Number=Sing|Person=1|PronType=Prs",
+      "PRON__Number=Sing|Person=1|PronType=Prs|Reflex=Yes",
+      "PRON__Number=Sing|Person=2|PronType=Prs",
+      "PRON__Number=Sing|Person=3|PronType=Dem",
+      "PRON__Number=Sing|Person=3|PronType=Ind",
+      "PRON__Number=Sing|Person=3|PronType=Prs",
+      "PRON__Number=Sing|PronType=Neg",
+      "PRON__Number=Sing|PronType=Rel",
+      "PRON__Person=3|PronType=Prs",
+      "PRON__Person=3|PronType=Prs|Reflex=Yes",
+      "PRON__PronType=Int",
+      "PRON__PronType=Rel",
+      "PROPN",
+      "PROPN__Gender=Fem|Number=Plur",
+      "PROPN__Gender=Fem|Number=Sing",
+      "PROPN__Gender=Masc",
+      "PROPN__Gender=Masc|Number=Plur",
+      "PROPN__Gender=Masc|Number=Sing",
+      "PROPN__Number=Plur",
+      "PROPN__Number=Sing",
+      "PUNCT",
+      "SCONJ",
+      "SCONJ__ExtPos=SCONJ",
+      "SYM",
+      "SYM__ExtPos=CCONJ",
+      "VERB__ExtPos=SCONJ|Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
+      "VERB__Gender=Fem|Number=Plur|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass",
+      "VERB__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
+      "VERB__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass",
+      "VERB__Gender=Fem|Number=Sing|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass",
+      "VERB__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
+      "VERB__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
+      "VERB__Gender=Masc|Number=Plur|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass",
+      "VERB__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
+      "VERB__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass",
+      "VERB__Gender=Masc|Number=Sing|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass",
+      "VERB__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+      "VERB__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
+      "VERB__Gender=Masc|Tense=Past|VerbForm=Part",
+      "VERB__Gender=Masc|Tense=Past|VerbForm=Part|Voice=Pass",
+      "VERB__Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+      "VERB__Mood=Cnd|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+      "VERB__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+      "VERB__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+      "VERB__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+      "VERB__Mood=Imp|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+      "VERB__Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+      "VERB__Mood=Imp|Tense=Pres|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Pres|Typo=Yes|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+      "VERB__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+      "VERB__Mood=Ind|Person=3|Tense=Pres|VerbForm=Fin",
+      "VERB__Mood=Ind|Person=3|VerbForm=Fin",
+      "VERB__Mood=Ind|VerbForm=Fin",
+      "VERB__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+      "VERB__Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+      "VERB__Mood=Sub|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+      "VERB__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+      "VERB__Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass",
+      "VERB__Number=Sing|Tense=Past|VerbForm=Part",
+      "VERB__Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
+      "VERB__Tense=Past|VerbForm=Part",
+      "VERB__Tense=Past|VerbForm=Part|Voice=Pass",
+      "VERB__Tense=Pres|VerbForm=Part",
+      "VERB__VerbForm=Inf",
+      "X",
+      "X__ExtPos=ADJ",
+      "X__ExtPos=ADV",
+      "X__Foreign=Yes"
+    ],
+    "parser":[
+      "ROOT",
+      "acl",
+      "acl:relcl",
+      "advcl",
+      "advmod",
+      "amod",
+      "appos",
+      "aux:pass",
+      "aux:tense",
+      "case",
+      "cc",
+      "ccomp",
+      "conj",
+      "cop",
+      "csubj",
+      "dep",
+      "det",
+      "expl:comp",
+      "expl:pass",
+      "expl:pv",
+      "expl:subj",
+      "fixed",
+      "flat:foreign",
+      "flat:name",
+      "iobj",
+      "mark",
+      "nmod",
+      "nsubj",
+      "nsubj:pass",
+      "nummod",
+      "obj",
+      "obl:agent",
+      "obl:arg",
+      "obl:mod",
+      "parataxis",
+      "parataxis:insert",
+      "punct",
+      "vocative",
+      "xcomp"
+    ],
+    "ner_transformer":[
+
+    ],
+    "ner":[
+      "LOC",
+      "ORG",
+      "PER"
+    ]
+  },
+  "pipeline":[
+    "base_transformer",
+    "morphologizer",
+    "tagger",
+    "parser",
+    "trainable_lemmatizer",
+    "ner_transformer",
+    "ner"
+  ],
+  "components":[
+    "base_transformer",
+    "morphologizer",
+    "tagger",
+    "parser",
+    "trainable_lemmatizer",
+    "ner_transformer",
+    "ner"
+  ],
+  "disabled":[
+
+  ],
+  "performance":{
+    "pos_acc":0.0,
+    "morph_acc":0.0,
+    "morph_per_feat":0.0,
+    "tag_acc":0.0,
+    "dep_uas":0.0,
+    "dep_las":0.0,
+    "dep_las_per_type":0.0,
+    "sents_p":0.0,
+    "sents_r":0.0,
+    "sents_f":0.0,
+    "lemma_acc":0.0,
+    "ents_f":0.9491850431,
+    "ents_p":0.9446564885,
+    "ents_r":0.9537572254,
+    "ents_per_type":{
+      "ORG":{
+        "p":0.8343949045,
+        "r":0.8618421053,
+        "f":0.8478964401
+      },
+      "LOC":{
+        "p":0.9876033058,
+        "r":0.9917012448,
+        "f":0.9896480331
+      },
+      "PER":{
+        "p":1.0,
+        "r":0.9920634921,
+        "f":0.9960159363
+      }
+    },
+    "ner_transformer_loss":2.4491732651,
+    "ner_loss":49.8333766874
+  },
+  "requirements":[
+    "spacy-transformers>=1.3.5,<1.4.0"
+  ]
+}

morphologizer/cfg

@@ -0,0 +1,497 @@
+{
+  "extend":false,
+  "label_smoothing":0.0,
+  "labels_morph":{
+    "POS=PROPN":"",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem",
+    "Gender=Fem|Number=Sing|POS=NOUN":"Gender=Fem|Number=Sing",
+    "Number=Plur|POS=PRON|Person=1|PronType=Prs":"Number=Plur|Person=1|PronType=Prs",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "POS=SCONJ":"",
+    "POS=ADP":"",
+    "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
+    "NumType=Ord|POS=ADJ":"NumType=Ord",
+    "Gender=Masc|Number=Sing|POS=NOUN":"Gender=Masc|Number=Sing",
+    "POS=PUNCT":"",
+    "Gender=Masc|Number=Sing|POS=PROPN":"Gender=Masc|Number=Sing",
+    "Number=Plur|POS=ADJ":"Number=Plur",
+    "Gender=Masc|Number=Plur|POS=NOUN":"Gender=Masc|Number=Plur",
+    "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Sing|PronType=Art",
+    "Number=Sing|POS=ADJ":"Number=Sing",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "POS=ADV":"",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass":"Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
+    "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
+    "Gender=Fem|Number=Sing|POS=PROPN":"Gender=Fem|Number=Sing",
+    "Definite=Def|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Number=Sing|PronType=Art",
+    "NumType=Card|POS=NUM":"NumType=Card",
+    "Definite=Def|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Number=Plur|PronType=Art",
+    "Gender=Masc|Number=Plur|POS=ADJ":"Gender=Masc|Number=Plur",
+    "POS=CCONJ":"",
+    "Gender=Fem|Number=Plur|POS=NOUN":"Gender=Fem|Number=Plur",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
+    "Gender=Fem|Number=Plur|POS=ADJ":"Gender=Fem|Number=Plur",
+    "POS=ADJ":"",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+    "POS=PRON|PronType=Rel":"PronType=Rel",
+    "ExtPos=CCONJ|POS=CCONJ":"ExtPos=CCONJ",
+    "Number=Sing|POS=DET|Poss=Yes":"Number=Sing|Poss=Yes",
+    "Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art":"Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
+    "ExtPos=ADV|POS=ADV":"ExtPos=ADV",
+    "Definite=Def|Number=Plur|POS=ADP|PronType=Art":"Definite=Def|Number=Plur|PronType=Art",
+    "Definite=Ind|Number=Plur|POS=DET|PronType=Art":"Definite=Ind|Number=Plur|PronType=Art",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
+    "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+    "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
+    "Gender=Fem|Number=Sing|POS=ADJ":"Gender=Fem|Number=Sing",
+    "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Number=Plur|POS=DET":"Number=Plur",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=ADJ":"Gender=Masc|Number=Sing",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem",
+    "POS=ADV|PronType=Int":"PronType=Int",
+    "ExtPos=SCONJ|POS=SCONJ":"ExtPos=SCONJ",
+    "POS=VERB|Tense=Pres|VerbForm=Part":"Tense=Pres|VerbForm=Part",
+    "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Masc|Number=Sing|PronType=Art",
+    "Gender=Masc|POS=ADJ":"Gender=Masc",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
+    "Number=Plur|POS=DET|Poss=Yes":"Number=Plur|Poss=Yes",
+    "POS=AUX|VerbForm=Inf":"VerbForm=Inf",
+    "Gender=Masc|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass":"Gender=Masc|Tense=Past|VerbForm=Part|Voice=Pass",
+    "POS=ADV|Polarity=Neg":"Polarity=Neg",
+    "Definite=Ind|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Number=Sing|PronType=Art",
+    "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "POS=PRON|Person=3|PronType=Prs|Reflex=Yes":"Person=3|PronType=Prs|Reflex=Yes",
+    "Gender=Masc|POS=NOUN":"Gender=Masc",
+    "POS=AUX|Tense=Past|VerbForm=Part":"Tense=Past|VerbForm=Part",
+    "POS=PRON|Person=3|PronType=Prs":"Person=3|PronType=Prs",
+    "Number=Plur|POS=NOUN":"Number=Plur",
+    "ExtPos=ADV|POS=ADP":"ExtPos=ADV",
+    "NumType=Ord|Number=Sing|POS=ADJ":"NumType=Ord|Number=Sing",
+    "ExtPos=ADP|POS=ADV|Polarity=Neg":"ExtPos=ADP|Polarity=Neg",
+    "POS=VERB|Tense=Past|VerbForm=Part":"Tense=Past|VerbForm=Part",
+    "POS=AUX|Tense=Pres|VerbForm=Part":"Tense=Pres|VerbForm=Part",
+    "Number=Sing|POS=PRON|Person=3|PronType=Dem":"Number=Sing|Person=3|PronType=Dem",
+    "Number=Sing|POS=NOUN":"Number=Sing",
+    "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
+    "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Gender=Masc|Number=Plur|Person=3|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ":"Gender=Fem|NumType=Ord|Number=Sing",
+    "Number=Plur|POS=PROPN":"Number=Plur",
+    "Number=Sing|POS=PROPN":"Number=Sing",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Dem":"Gender=Masc|Number=Plur|Person=3|PronType=Dem",
+    "Gender=Masc|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Tense=Past|VerbForm=Part",
+    "Gender=Masc|Number=Sing|POS=DET":"Gender=Masc|Number=Sing",
+    "Gender=Fem|Number=Sing|POS=DET|Poss=Yes":"Gender=Fem|Number=Sing|Poss=Yes",
+    "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind":"Gender=Masc|Number=Sing|Person=3|PronType=Ind",
+    "POS=NOUN":"",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
+    "ExtPos=ADP|Gender=Fem|Number=Sing|POS=NOUN":"ExtPos=ADP|Gender=Fem|Number=Sing",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "ExtPos=PRON|POS=ADV":"ExtPos=PRON",
+    "Number=Plur|POS=PRON|Person=3|PronType=Ind":"Number=Plur|Person=3|PronType=Ind",
+    "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ":"Gender=Masc|NumType=Ord|Number=Plur",
+    "ExtPos=ADP|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"ExtPos=ADP|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass":"Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass",
+    "Number=Sing|POS=PRON|PronType=Neg":"Number=Sing|PronType=Neg",
+    "Number=Sing|POS=PRON|Person=3|PronType=Prs":"Number=Sing|Person=3|PronType=Prs",
+    "Number=Sing|POS=PRON|Person=3|PronType=Ind":"Number=Sing|Person=3|PronType=Ind",
+    "Mood=Ind|POS=VERB|VerbForm=Fin":"Mood=Ind|VerbForm=Fin",
+    "Number=Plur|POS=DET|PronType=Dem":"Number=Plur|PronType=Dem",
+    "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Ind":"Gender=Masc|Number=Plur|Person=3|PronType=Ind",
+    "ExtPos=ADP|POS=ADP":"ExtPos=ADP",
+    "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem":"Gender=Masc|Number=Sing|Person=3|PronType=Dem",
+    "Number=Sing|POS=PRON|Person=2|PronType=Prs":"Number=Sing|Person=2|PronType=Prs",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel":"Gender=Masc|Number=Sing|PronType=Rel",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "ExtPos=ADJ|POS=CCONJ":"ExtPos=ADJ",
+    "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Definite=Ind|ExtPos=ADV|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|ExtPos=ADV|Gender=Masc|Number=Sing|PronType=Art",
+    "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ":"Gender=Masc|NumType=Ord|Number=Sing",
+    "POS=NUM":"",
+    "Gender=Fem|POS=NOUN":"Gender=Fem",
+    "Number=Plur|POS=PRON|Person=3|PronType=Prs":"Number=Plur|Person=3|PronType=Prs",
+    "Gender=Masc|Number=Sing|POS=DET|Polarity=Neg":"Gender=Masc|Number=Sing|Polarity=Neg",
+    "Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass":"Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass",
+    "Number=Sing|POS=PRON|Person=1|PronType=Prs":"Number=Sing|Person=1|PronType=Prs",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes":"Gender=Fem|Number=Sing|Person=3|PronType=Prs|Reflex=Yes",
+    "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Ind":"Gender=Fem|Number=Sing|Person=3|PronType=Ind",
+    "Definite=Def|ExtPos=ADV|Gender=Masc|Number=Sing|POS=ADP|PronType=Art":"Definite=Def|ExtPos=ADV|Gender=Masc|Number=Sing|PronType=Art",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
+    "POS=INTJ":"",
+    "Number=Plur|POS=PRON|Person=2|PronType=Prs":"Number=Plur|Person=2|PronType=Prs",
+    "ExtPos=SCONJ|POS=ADV":"ExtPos=SCONJ",
+    "ExtPos=DET|POS=ADP":"ExtPos=DET",
+    "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Plur|PronType=Art",
+    "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
+    "NumType=Card|POS=NOUN":"NumType=Card",
+    "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass":"Gender=Fem|Number=Sing|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass",
+    "POS=PRON|PronType=Int":"PronType=Int",
+    "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Gender=Fem|Number=Plur|Person=3|PronType=Prs",
+    "Gender=Fem|Number=Sing|POS=DET":"Gender=Fem|Number=Sing",
+    "Gender=Masc|Number=Sing|POS=NOUN|Typo=Yes":"Gender=Masc|Number=Sing|Typo=Yes",
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=DET":"Gender=Fem|Number=Plur",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Definite=Ind|Gender=Masc|Number=Plur|PronType=Art",
+    "Mood=Cnd|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Plur|POS=PROPN":"Gender=Masc|Number=Plur",
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Dem":"Gender=Fem|Number=Sing|Person=3|PronType=Dem",
+    "Number=Sing|POS=DET":"Number=Sing",
+    "Gender=Masc|NumType=Card|Number=Plur|POS=NOUN":"Gender=Masc|NumType=Card|Number=Plur",
+    "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Dem":"Gender=Fem|Number=Plur|Person=3|PronType=Dem",
+    "Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Rel":"Gender=Fem|Number=Sing|PronType=Rel",
+    "ExtPos=CCONJ|POS=ADV":"ExtPos=CCONJ",
+    "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes":"Gender=Masc|Number=Plur|Person=3|PronType=Prs|Reflex=Yes",
+    "Gender=Fem|Number=Sing|POS=NOUN|Typo=Yes":"Gender=Fem|Number=Sing|Typo=Yes",
+    "ExtPos=ADP|Number=Sing|POS=PRON|Person=3|PronType=Prs":"ExtPos=ADP|Number=Sing|Person=3|PronType=Prs",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=DET|Polarity=Neg":"Gender=Fem|Number=Sing|Polarity=Neg",
+    "ExtPos=CCONJ|POS=ADP":"ExtPos=CCONJ",
+    "Definite=Def|ExtPos=ADV|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Def|ExtPos=ADV|Gender=Masc|Number=Sing|PronType=Art",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+    "Foreign=Yes|POS=X":"Foreign=Yes",
+    "POS=SYM":"",
+    "Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Int":"Gender=Masc|Number=Sing|PronType=Int",
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Int":"Gender=Fem|Number=Plur|PronType=Int",
+    "POS=DET":"",
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Rel":"Gender=Masc|Number=Plur|PronType=Rel",
+    "Definite=Ind|ExtPos=ADV|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|ExtPos=ADV|Gender=Fem|Number=Sing|PronType=Art",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|POS=VERB|Person=3|VerbForm=Fin":"Mood=Ind|Person=3|VerbForm=Fin",
+    "ExtPos=DET|POS=ADV|Polarity=Neg":"ExtPos=DET|Polarity=Neg",
+    "Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass":"Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
+    "POS=ADJ|Typo=Yes":"Typo=Yes",
+    "POS=X":"",
+    "ExtPos=SCONJ|POS=ADP":"ExtPos=SCONJ",
+    "ExtPos=ADJ|POS=X":"ExtPos=ADJ",
+    "ExtPos=ADJ|POS=ADP":"ExtPos=ADJ",
+    "POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass":"Tense=Past|VerbForm=Part|Voice=Pass",
+    "ExtPos=CCONJ|POS=SYM":"ExtPos=CCONJ",
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Int":"Gender=Fem|Number=Sing|PronType=Int",
+    "Gender=Masc|Number=Plur|POS=DET":"Gender=Masc|Number=Plur",
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Rel":"Gender=Fem|Number=Plur|PronType=Rel",
+    "ExtPos=ADV|Gender=Masc|Number=Sing|POS=NOUN":"ExtPos=ADV|Gender=Masc|Number=Sing",
+    "ExtPos=ADP|POS=PRON|Person=3|PronType=Prs":"ExtPos=ADP|Person=3|PronType=Prs",
+    "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass":"Gender=Masc|Number=Sing|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|Typo=Yes|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|Typo=Yes|VerbForm=Fin",
+    "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ":"Gender=Fem|NumType=Ord|Number=Plur",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
+    "Mood=Imp|POS=VERB|Tense=Pres|VerbForm=Fin":"Mood=Imp|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Ind":"Gender=Fem|Number=Plur|Person=3|PronType=Ind",
+    "Number=Plur|POS=PRON|Person=2|PronType=Prs|Reflex=Yes":"Number=Plur|Person=2|PronType=Prs|Reflex=Yes",
+    "Mood=Cnd|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes":"Number=Plur|Person=1|PronType=Prs|Reflex=Yes",
+    "Gender=Masc|NumType=Card|Number=Sing|POS=NOUN":"Gender=Masc|NumType=Card|Number=Sing",
+    "ExtPos=PRON|POS=ADP":"ExtPos=PRON",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
+    "Number=Sing|POS=PRON|Person=1|PronType=Prs|Reflex=Yes":"Number=Sing|Person=1|PronType=Prs|Reflex=Yes",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "ExtPos=ADV|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"ExtPos=ADV|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|Typo=Yes|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|Typo=Yes|VerbForm=Fin",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "ExtPos=ADV|POS=ADV|Polarity=Neg":"ExtPos=ADV|Polarity=Neg",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Neg":"Gender=Masc|Number=Sing|PronType=Neg",
+    "ExtPos=ADV|Gender=Masc|Number=Sing|POS=ADJ":"ExtPos=ADV|Gender=Masc|Number=Sing",
+    "ExtPos=ADV|Number=Sing|POS=PRON|Person=3|PronType=Dem":"ExtPos=ADV|Number=Sing|Person=3|PronType=Dem",
+    "ExtPos=PRON|POS=PRON|PronType=Rel":"ExtPos=PRON|PronType=Rel",
+    "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs|Typo=Yes":"Gender=Fem|Number=Plur|Person=3|PronType=Prs|Typo=Yes",
+    "Gender=Masc|POS=PROPN":"Gender=Masc",
+    "Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|Typo=Yes|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|Typo=Yes|VerbForm=Fin",
+    "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass":"Gender=Masc|Number=Plur|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass",
+    "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "ExtPos=SCONJ|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass":"ExtPos=SCONJ|Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
+    "ExtPos=ADV|POS=X":"ExtPos=ADV",
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "ExtPos=CCONJ|POS=PRON|Person=3|PronType=Prs":"ExtPos=CCONJ|Person=3|PronType=Prs",
+    "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|Typo=Yes|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|Typo=Yes|VerbForm=Fin",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "ExtPos=INTJ|POS=INTJ":"ExtPos=INTJ",
+    "Mood=Imp|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Number=Sing|Tense=Past|VerbForm=Part",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin",
+    "Number=Sing|POS=PRON|PronType=Rel":"Number=Sing|PronType=Rel",
+    "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=PRON|Person=3|Person[psor]=1|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Number[psor]=Plur|Person=3|Person[psor]=1|Poss=Yes|PronType=Prs",
+    "ExtPos=PROPN|Gender=Masc|Number=Sing|POS=NOUN":"ExtPos=PROPN|Gender=Masc|Number=Sing",
+    "ExtPos=PROPN|Gender=Masc|Number=Plur|POS=NOUN":"ExtPos=PROPN|Gender=Masc|Number=Plur",
+    "Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art|Typo=Yes":"Definite=Def|Gender=Masc|Number=Sing|PronType=Art|Typo=Yes",
+    "ExtPos=PROPN|Gender=Fem|Number=Sing|POS=NOUN":"ExtPos=PROPN|Gender=Fem|Number=Sing",
+    "ExtPos=ADV|POS=PRON|Person=3|PronType=Prs":"ExtPos=ADV|Person=3|PronType=Prs",
+    "Gender=Fem|Number=Plur|POS=PROPN":"Gender=Fem|Number=Plur",
+    "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass":"Gender=Fem|Number=Plur|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass",
+    "ExtPos=ADJ|Gender=Masc|NumType=Card|POS=NUM":"ExtPos=ADJ|Gender=Masc|NumType=Card"
+  },
+  "labels_pos":{
+    "POS=PROPN":96,
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Dem":90,
+    "Gender=Fem|Number=Sing|POS=NOUN":92,
+    "Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
+    "POS=SCONJ":98,
+    "POS=ADP":85,
+    "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
+    "NumType=Ord|POS=ADJ":84,
+    "Gender=Masc|Number=Sing|POS=NOUN":92,
+    "POS=PUNCT":97,
+    "Gender=Masc|Number=Sing|POS=PROPN":96,
+    "Number=Plur|POS=ADJ":84,
+    "Gender=Masc|Number=Plur|POS=NOUN":92,
+    "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
+    "Number=Sing|POS=ADJ":84,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
+    "POS=ADV":86,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":87,
+    "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass":100,
+    "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
+    "Gender=Fem|Number=Sing|POS=PROPN":96,
+    "Definite=Def|Number=Sing|POS=DET|PronType=Art":90,
+    "NumType=Card|POS=NUM":93,
+    "Definite=Def|Number=Plur|POS=DET|PronType=Art":90,
+    "Gender=Masc|Number=Plur|POS=ADJ":84,
+    "POS=CCONJ":89,
+    "Gender=Fem|Number=Plur|POS=NOUN":92,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":100,
+    "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass":100,
+    "Gender=Fem|Number=Plur|POS=ADJ":84,
+    "POS=ADJ":84,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":100,
+    "POS=PRON|PronType=Rel":95,
+    "ExtPos=CCONJ|POS=CCONJ":89,
+    "Number=Sing|POS=DET|Poss=Yes":90,
+    "Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art":85,
+    "ExtPos=ADV|POS=ADV":86,
+    "Definite=Def|Number=Plur|POS=ADP|PronType=Art":85,
+    "Definite=Ind|Number=Plur|POS=DET|PronType=Art":90,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":87,
+    "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass":100,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "POS=VERB|VerbForm=Inf":100,
+    "Gender=Fem|Number=Sing|POS=ADJ":84,
+    "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
+    "Number=Plur|POS=DET":90,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "Gender=Masc|Number=Sing|POS=ADJ":84,
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":90,
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+}

ner/cfg

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+}

ner/moves

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+}

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parser/cfg

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+}

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+    "CCONJ__ExtPos=CCONJ",
+    "DET",
+    "DET__Definite=Def|ExtPos=ADV|Gender=Masc|Number=Sing|PronType=Art",
+    "DET__Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
+    "DET__Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
+    "DET__Definite=Def|Number=Plur|PronType=Art",
+    "DET__Definite=Def|Number=Sing|PronType=Art",
+    "DET__Definite=Ind|ExtPos=ADV|Gender=Fem|Number=Sing|PronType=Art",
+    "DET__Definite=Ind|ExtPos=ADV|Gender=Masc|Number=Sing|PronType=Art",
+    "DET__Definite=Ind|Gender=Fem|Number=Plur|PronType=Art",
+    "DET__Definite=Ind|Gender=Fem|Number=Sing|PronType=Art",
+    "DET__Definite=Ind|Gender=Masc|Number=Plur|PronType=Art",
+    "DET__Definite=Ind|Gender=Masc|Number=Sing|PronType=Art",
+    "DET__Definite=Ind|Number=Plur|PronType=Art",
+    "DET__Definite=Ind|Number=Sing|PronType=Art",
+    "DET__Gender=Fem|Number=Plur",
+    "DET__Gender=Fem|Number=Plur|PronType=Int",
+    "DET__Gender=Fem|Number=Sing",
+    "DET__Gender=Fem|Number=Sing|Polarity=Neg",
+    "DET__Gender=Fem|Number=Sing|Poss=Yes",
+    "DET__Gender=Fem|Number=Sing|PronType=Dem",
+    "DET__Gender=Fem|Number=Sing|PronType=Int",
+    "DET__Gender=Masc|Number=Plur",
+    "DET__Gender=Masc|Number=Sing",
+    "DET__Gender=Masc|Number=Sing|Polarity=Neg",
+    "DET__Gender=Masc|Number=Sing|PronType=Dem",
+    "DET__Gender=Masc|Number=Sing|PronType=Int",
+    "DET__Number=Plur",
+    "DET__Number=Plur|Poss=Yes",
+    "DET__Number=Plur|PronType=Dem",
+    "DET__Number=Sing",
+    "DET__Number=Sing|Poss=Yes",
+    "INTJ",
+    "INTJ__ExtPos=INTJ",
+    "NOUN",
+    "NOUN__ExtPos=ADP|Gender=Fem|Number=Sing",
+    "NOUN__ExtPos=ADV|Gender=Masc|Number=Sing",
+    "NOUN__ExtPos=PROPN|Gender=Fem|Number=Sing",
+    "NOUN__ExtPos=PROPN|Gender=Masc|Number=Plur",
+    "NOUN__ExtPos=PROPN|Gender=Masc|Number=Sing",
+    "NOUN__Gender=Fem",
+    "NOUN__Gender=Fem|Number=Plur",
+    "NOUN__Gender=Fem|Number=Sing",
+    "NOUN__Gender=Fem|Number=Sing|Typo=Yes",
+    "NOUN__Gender=Masc",
+    "NOUN__Gender=Masc|Number=Plur",
+    "NOUN__Gender=Masc|Number=Plur|NumType=Card",
+    "NOUN__Gender=Masc|Number=Sing",
+    "NOUN__Gender=Masc|Number=Sing|NumType=Card",
+    "NOUN__Gender=Masc|Number=Sing|Typo=Yes",
+    "NOUN__NumType=Card",
+    "NOUN__Number=Plur",
+    "NOUN__Number=Sing",
+    "NUM",
+    "NUM__ExtPos=ADJ|Gender=Masc|NumType=Card",
+    "NUM__NumType=Card",
+    "PRON__ExtPos=ADP|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "PRON__ExtPos=ADP|Number=Sing|Person=3|PronType=Prs",
+    "PRON__ExtPos=ADP|Person=3|PronType=Prs",
+    "PRON__ExtPos=ADV|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "PRON__ExtPos=ADV|Number=Sing|Person=3|PronType=Dem",
+    "PRON__ExtPos=ADV|Person=3|PronType=Prs",
+    "PRON__ExtPos=CCONJ|Person=3|PronType=Prs",
+    "PRON__ExtPos=PRON|PronType=Rel",
+    "PRON__Gender=Fem|Number=Plur|Number[psor]=Plur|Person=3|Person[psor]=1|Poss=Yes|PronType=Prs",
+    "PRON__Gender=Fem|Number=Plur|Person=3|PronType=Dem",
+    "PRON__Gender=Fem|Number=Plur|Person=3|PronType=Ind",
+    "PRON__Gender=Fem|Number=Plur|Person=3|PronType=Prs",
+    "PRON__Gender=Fem|Number=Plur|Person=3|PronType=Prs|Typo=Yes",
+    "PRON__Gender=Fem|Number=Plur|PronType=Rel",
+    "PRON__Gender=Fem|Number=Sing|Person=3|PronType=Dem",
+    "PRON__Gender=Fem|Number=Sing|Person=3|PronType=Ind",
+    "PRON__Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "PRON__Gender=Fem|Number=Sing|Person=3|PronType=Prs|Reflex=Yes",
+    "PRON__Gender=Fem|Number=Sing|PronType=Rel",
+    "PRON__Gender=Masc|Number=Plur|Person=3|PronType=Dem",
+    "PRON__Gender=Masc|Number=Plur|Person=3|PronType=Ind",
+    "PRON__Gender=Masc|Number=Plur|Person=3|PronType=Prs",
+    "PRON__Gender=Masc|Number=Plur|Person=3|PronType=Prs|Reflex=Yes",
+    "PRON__Gender=Masc|Number=Plur|PronType=Rel",
+    "PRON__Gender=Masc|Number=Sing|Person=3|PronType=Dem",
+    "PRON__Gender=Masc|Number=Sing|Person=3|PronType=Ind",
+    "PRON__Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "PRON__Gender=Masc|Number=Sing|PronType=Neg",
+    "PRON__Gender=Masc|Number=Sing|PronType=Rel",
+    "PRON__Number=Plur|Person=1|PronType=Prs",
+    "PRON__Number=Plur|Person=1|PronType=Prs|Reflex=Yes",
+    "PRON__Number=Plur|Person=2|PronType=Prs",
+    "PRON__Number=Plur|Person=2|PronType=Prs|Reflex=Yes",
+    "PRON__Number=Plur|Person=3|PronType=Ind",
+    "PRON__Number=Plur|Person=3|PronType=Prs",
+    "PRON__Number=Sing|Person=1|PronType=Prs",
+    "PRON__Number=Sing|Person=1|PronType=Prs|Reflex=Yes",
+    "PRON__Number=Sing|Person=2|PronType=Prs",
+    "PRON__Number=Sing|Person=3|PronType=Dem",
+    "PRON__Number=Sing|Person=3|PronType=Ind",
+    "PRON__Number=Sing|Person=3|PronType=Prs",
+    "PRON__Number=Sing|PronType=Neg",
+    "PRON__Number=Sing|PronType=Rel",
+    "PRON__Person=3|PronType=Prs",
+    "PRON__Person=3|PronType=Prs|Reflex=Yes",
+    "PRON__PronType=Int",
+    "PRON__PronType=Rel",
+    "PROPN",
+    "PROPN__Gender=Fem|Number=Plur",
+    "PROPN__Gender=Fem|Number=Sing",
+    "PROPN__Gender=Masc",
+    "PROPN__Gender=Masc|Number=Plur",
+    "PROPN__Gender=Masc|Number=Sing",
+    "PROPN__Number=Plur",
+    "PROPN__Number=Sing",
+    "PUNCT",
+    "SCONJ",
+    "SCONJ__ExtPos=SCONJ",
+    "SYM",
+    "SYM__ExtPos=CCONJ",
+    "VERB__ExtPos=SCONJ|Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
+    "VERB__Gender=Fem|Number=Plur|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass",
+    "VERB__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
+    "VERB__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass",
+    "VERB__Gender=Fem|Number=Sing|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass",
+    "VERB__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
+    "VERB__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
+    "VERB__Gender=Masc|Number=Plur|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass",
+    "VERB__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
+    "VERB__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass",
+    "VERB__Gender=Masc|Number=Sing|Tense=Past|Typo=Yes|VerbForm=Part|Voice=Pass",
+    "VERB__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+    "VERB__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
+    "VERB__Gender=Masc|Tense=Past|VerbForm=Part",
+    "VERB__Gender=Masc|Tense=Past|VerbForm=Part|Voice=Pass",
+    "VERB__Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "VERB__Mood=Cnd|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "VERB__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "VERB__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "VERB__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "VERB__Mood=Imp|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "VERB__Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "VERB__Mood=Imp|Tense=Pres|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Pres|Typo=Yes|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+    "VERB__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "VERB__Mood=Ind|Person=3|Tense=Pres|VerbForm=Fin",
+    "VERB__Mood=Ind|Person=3|VerbForm=Fin",
+    "VERB__Mood=Ind|VerbForm=Fin",
+    "VERB__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "VERB__Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "VERB__Mood=Sub|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+    "VERB__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "VERB__Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass",
+    "VERB__Number=Sing|Tense=Past|VerbForm=Part",
+    "VERB__Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
+    "VERB__Tense=Past|VerbForm=Part",
+    "VERB__Tense=Past|VerbForm=Part|Voice=Pass",
+    "VERB__Tense=Pres|VerbForm=Part",
+    "VERB__VerbForm=Inf",
+    "X",
+    "X__ExtPos=ADJ",
+    "X__ExtPos=ADV",
+    "X__Foreign=Yes"
+  ],
+  "neg_prefix":"!",
+  "overwrite":false
+}

tokenizer

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+    614,
+    616,
+    617,
+    618,
+    619,
+    620,
+    622,
+    624,
+    626
+  ]
+}

trainable_lemmatizer/model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e805d213d14e2ffc16874198aea9f567442bb90a708f6b184fb094c7a266d20
+size 1003429

use_custom_tokenizer.py

@@ -0,0 +1,13 @@
+from spacy.util import registry
+
+from commercial_registry_ner.spacy.custom_tokenizer.custom_tokenizer import (
+    custom_tokenizer,
+)
+
+
+@registry.tokenizers("customize_tokenizer")
+def make_customize_tokenizer():
+    def customize_tokenizer(nlp):
+        return custom_tokenizer(nlp)
+
+    return customize_tokenizer

vocab/key2row

@@ -0,0 +1 @@
+�

vocab/lookups.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76be8b528d0075f7aae98d6fa57a6d3c83ae480a8469e668d7b0af968995ac71
+size 1

vocab/vectors.cfg

@@ -0,0 +1,3 @@
+{
+  "mode":"default"
+}