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2a80c1b
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1 Parent(s): cdff092

Update spaCy pipeline

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README.md CHANGED
@@ -13,21 +13,70 @@ model-index:
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  metrics:
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  - name: NER Precision
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  type: precision
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- value: 0.9688149688
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  - name: NER Recall
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  type: recall
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- value: 0.9789915966
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  - name: NER F Score
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  type: f_score
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- value: 0.973876698
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  | Feature | Description |
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  | --- | --- |
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  | **Name** | `fr_trf_ner_nrp` |
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  | **Version** | `0.0.0` |
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- | **spaCy** | `>=3.8.3,<3.9.0` |
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- | **Default Pipeline** | `ner_transformer`, `ner`, `merge_entities`, `base_transformer`, `morphologizer`, `tagger`, `parser`, `trainable_lemmatizer` |
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- | **Components** | `ner_transformer`, `ner`, `merge_entities`, `base_transformer`, `morphologizer`, `tagger`, `parser`, `trainable_lemmatizer` |
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  | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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  | **Sources** | n/a |
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  | **License** | n/a |
@@ -41,10 +90,10 @@ model-index:
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  | Component | Labels |
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  | --- | --- |
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- | **`ner`** | `LOC`, `ORG`, `PER` |
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  | **`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` |
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  | **`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` |
47
  | **`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` |
 
48
 
49
  </details>
50
 
@@ -52,8 +101,19 @@ model-index:
52
 
53
  | Type | Score |
54
  | --- | --- |
55
- | `ENTS_F` | 97.39 |
56
- | `ENTS_P` | 96.88 |
57
- | `ENTS_R` | 97.90 |
58
- | `NER_TRANSFORMER_LOSS` | 2373.89 |
59
- | `NER_LOSS` | 9945.98 |
 
 
 
 
 
 
 
 
 
 
 
 
13
  metrics:
14
  - name: NER Precision
15
  type: precision
16
+ value: 0.9446564885
17
  - name: NER Recall
18
  type: recall
19
+ value: 0.9537572254
20
  - name: NER F Score
21
  type: f_score
22
+ value: 0.9491850431
23
+ - task:
24
+ name: TAG
25
+ type: token-classification
26
+ metrics:
27
+ - name: TAG (XPOS) Accuracy
28
+ type: accuracy
29
+ value: 0.0
30
+ - task:
31
+ name: POS
32
+ type: token-classification
33
+ metrics:
34
+ - name: POS (UPOS) Accuracy
35
+ type: accuracy
36
+ value: 0.0
37
+ - task:
38
+ name: MORPH
39
+ type: token-classification
40
+ metrics:
41
+ - name: Morph (UFeats) Accuracy
42
+ type: accuracy
43
+ value: 0.0
44
+ - task:
45
+ name: LEMMA
46
+ type: token-classification
47
+ metrics:
48
+ - name: Lemma Accuracy
49
+ type: accuracy
50
+ value: 0.0
51
+ - task:
52
+ name: UNLABELED_DEPENDENCIES
53
+ type: token-classification
54
+ metrics:
55
+ - name: Unlabeled Attachment Score (UAS)
56
+ type: f_score
57
+ value: 0.0
58
+ - task:
59
+ name: LABELED_DEPENDENCIES
60
+ type: token-classification
61
+ metrics:
62
+ - name: Labeled Attachment Score (LAS)
63
+ type: f_score
64
+ value: 0.0
65
+ - task:
66
+ name: SENTS
67
+ type: token-classification
68
+ metrics:
69
+ - name: Sentences F-Score
70
+ type: f_score
71
+ value: 0.0
72
  ---
73
  | Feature | Description |
74
  | --- | --- |
75
  | **Name** | `fr_trf_ner_nrp` |
76
  | **Version** | `0.0.0` |
77
+ | **spaCy** | `>=3.8.0,<3.9.0` |
78
+ | **Default Pipeline** | `base_transformer`, `morphologizer`, `tagger`, `parser`, `trainable_lemmatizer`, `ner_transformer`, `ner` |
79
+ | **Components** | `base_transformer`, `morphologizer`, `tagger`, `parser`, `trainable_lemmatizer`, `ner_transformer`, `ner` |
80
  | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
81
  | **Sources** | n/a |
82
  | **License** | n/a |
 
90
 
91
  | Component | Labels |
92
  | --- | --- |
 
93
  | **`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` |
94
  | **`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` |
95
  | **`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` |
96
+ | **`ner`** | `LOC`, `ORG`, `PER` |
97
 
98
  </details>
99
 
 
101
 
102
  | Type | Score |
103
  | --- | --- |
104
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105
+ | `MORPH_ACC` | 0.00 |
106
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+ | `SENTS_F` | 0.00 |
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+ | `LEMMA_ACC` | 0.00 |
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+ | `ENTS_F` | 94.92 |
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+ | `ENTS_P` | 94.47 |
117
+ | `ENTS_R` | 95.38 |
118
+ | `NER_TRANSFORMER_LOSS` | 244.92 |
119
+ | `NER_LOSS` | 4983.34 |
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@@ -93,7 +90,7 @@ set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotati
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95
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92
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