Update spaCy pipeline
Browse files- README.md +72 -12
- base_transformer/model +1 -1
- config.cfg +10 -13
- fr_trf_ner_nrp-any-py3-none-any.whl +2 -2
- meta.json +42 -35
- ner/model +0 -0
- ner/moves +1 -1
- ner_transformer/model +2 -2
- vocab/strings.json +0 -0
README.md
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@@ -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.
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- name: NER Recall
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type: recall
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value: 0.
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- name: NER F Score
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type: f_score
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value: 0.
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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.
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| **Default Pipeline** | `
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| **Components** | `
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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 |
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@@ -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` |
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| 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` |
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</details>
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| Type | Score |
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| --- | --- |
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metrics:
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- name: NER Precision
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type: precision
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value: 0.9446564885
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- name: NER Recall
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type: recall
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value: 0.9537572254
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- name: NER F Score
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type: f_score
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value: 0.9491850431
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- task:
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name: TAG
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type: token-classification
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metrics:
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- name: TAG (XPOS) Accuracy
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type: accuracy
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value: 0.0
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- task:
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name: POS
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type: token-classification
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metrics:
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- name: POS (UPOS) Accuracy
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type: accuracy
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value: 0.0
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- task:
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name: MORPH
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type: token-classification
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metrics:
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- name: Morph (UFeats) Accuracy
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type: accuracy
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value: 0.0
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- task:
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name: LEMMA
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type: token-classification
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metrics:
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- name: Lemma Accuracy
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type: accuracy
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value: 0.0
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- task:
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name: UNLABELED_DEPENDENCIES
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| 53 |
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type: token-classification
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metrics:
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| 55 |
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- name: Unlabeled Attachment Score (UAS)
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type: f_score
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value: 0.0
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- task:
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name: LABELED_DEPENDENCIES
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type: token-classification
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metrics:
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- name: Labeled Attachment Score (LAS)
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type: f_score
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value: 0.0
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- task:
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name: SENTS
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type: token-classification
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metrics:
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- name: Sentences F-Score
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type: f_score
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value: 0.0
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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** | `>=3.8.0,<3.9.0` |
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| **Default Pipeline** | `base_transformer`, `morphologizer`, `tagger`, `parser`, `trainable_lemmatizer`, `ner_transformer`, `ner` |
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| **Components** | `base_transformer`, `morphologizer`, `tagger`, `parser`, `trainable_lemmatizer`, `ner_transformer`, `ner` |
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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 |
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| Component | Labels |
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| --- | --- |
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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` |
|
| 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 |
+
| `POS_ACC` | 0.00 |
|
| 105 |
+
| `MORPH_ACC` | 0.00 |
|
| 106 |
+
| `MORPH_PER_FEAT` | 0.00 |
|
| 107 |
+
| `TAG_ACC` | 0.00 |
|
| 108 |
+
| `DEP_UAS` | 0.00 |
|
| 109 |
+
| `DEP_LAS` | 0.00 |
|
| 110 |
+
| `DEP_LAS_PER_TYPE` | 0.00 |
|
| 111 |
+
| `SENTS_P` | 0.00 |
|
| 112 |
+
| `SENTS_R` | 0.00 |
|
| 113 |
+
| `SENTS_F` | 0.00 |
|
| 114 |
+
| `LEMMA_ACC` | 0.00 |
|
| 115 |
+
| `ENTS_F` | 94.92 |
|
| 116 |
+
| `ENTS_P` | 94.47 |
|
| 117 |
+
| `ENTS_R` | 95.38 |
|
| 118 |
+
| `NER_TRANSFORMER_LOSS` | 244.92 |
|
| 119 |
+
| `NER_LOSS` | 4983.34 |
|
base_transformer/model
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 443537828
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9ae39444f07d7fbefb34c737e0104261bf2a3ec604d75d8cab541c52d7f77fe7
|
| 3 |
size 443537828
|
config.cfg
CHANGED
|
@@ -1,6 +1,6 @@
|
|
| 1 |
[paths]
|
| 2 |
-
train = "./data/training/fr/reviewed_annotations-11-2024/train.spacy"
|
| 3 |
-
dev = "./data/training/fr/reviewed_annotations-11-2024/dev.spacy"
|
| 4 |
vectors = null
|
| 5 |
init_tok2vec = null
|
| 6 |
|
|
@@ -10,7 +10,7 @@ seed = 17
|
|
| 10 |
|
| 11 |
[nlp]
|
| 12 |
lang = "fr"
|
| 13 |
-
pipeline = ["
|
| 14 |
batch_size = 512
|
| 15 |
disabled = []
|
| 16 |
before_creation = null
|
|
@@ -43,9 +43,6 @@ use_fast = true
|
|
| 43 |
|
| 44 |
[components.base_transformer.model.transformer_config]
|
| 45 |
|
| 46 |
-
[components.merge_entities]
|
| 47 |
-
factory = "merge_entities"
|
| 48 |
-
|
| 49 |
[components.morphologizer]
|
| 50 |
factory = "morphologizer"
|
| 51 |
extend = false
|
|
@@ -93,7 +90,7 @@ set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotati
|
|
| 93 |
|
| 94 |
[components.ner_transformer.model]
|
| 95 |
@architectures = "spacy-transformers.TransformerModel.v3"
|
| 96 |
-
name = "
|
| 97 |
mixed_precision = false
|
| 98 |
|
| 99 |
[components.ner_transformer.model.get_spans]
|
|
@@ -197,8 +194,8 @@ patience = 4800
|
|
| 197 |
max_epochs = 0
|
| 198 |
max_steps = 20000
|
| 199 |
eval_frequency = 200
|
| 200 |
-
frozen_components = []
|
| 201 |
-
annotating_components = []
|
| 202 |
before_to_disk = null
|
| 203 |
before_update = null
|
| 204 |
|
|
@@ -238,10 +235,6 @@ total_steps = 20000
|
|
| 238 |
initial_rate = 0.00005
|
| 239 |
|
| 240 |
[training.score_weights]
|
| 241 |
-
ents_f = 0.2
|
| 242 |
-
ents_p = 0.0
|
| 243 |
-
ents_r = 0.0
|
| 244 |
-
ents_per_type = null
|
| 245 |
pos_acc = 0.1
|
| 246 |
morph_acc = 0.1
|
| 247 |
morph_per_feat = null
|
|
@@ -253,6 +246,10 @@ sents_p = null
|
|
| 253 |
sents_r = null
|
| 254 |
sents_f = 0.0
|
| 255 |
lemma_acc = 0.2
|
|
|
|
|
|
|
|
|
|
|
|
|
| 256 |
|
| 257 |
[pretraining]
|
| 258 |
|
|
|
|
| 1 |
[paths]
|
| 2 |
+
train = "./data/raw/training/fr/reviewed_annotations-11-2024/train.spacy"
|
| 3 |
+
dev = "./data/raw/training/fr/reviewed_annotations-11-2024/dev.spacy"
|
| 4 |
vectors = null
|
| 5 |
init_tok2vec = null
|
| 6 |
|
|
|
|
| 10 |
|
| 11 |
[nlp]
|
| 12 |
lang = "fr"
|
| 13 |
+
pipeline = ["base_transformer","morphologizer","tagger","parser","trainable_lemmatizer","ner_transformer","ner"]
|
| 14 |
batch_size = 512
|
| 15 |
disabled = []
|
| 16 |
before_creation = null
|
|
|
|
| 43 |
|
| 44 |
[components.base_transformer.model.transformer_config]
|
| 45 |
|
|
|
|
|
|
|
|
|
|
| 46 |
[components.morphologizer]
|
| 47 |
factory = "morphologizer"
|
| 48 |
extend = false
|
|
|
|
| 90 |
|
| 91 |
[components.ner_transformer.model]
|
| 92 |
@architectures = "spacy-transformers.TransformerModel.v3"
|
| 93 |
+
name = "almanach/camembertav2-base"
|
| 94 |
mixed_precision = false
|
| 95 |
|
| 96 |
[components.ner_transformer.model.get_spans]
|
|
|
|
| 194 |
max_epochs = 0
|
| 195 |
max_steps = 20000
|
| 196 |
eval_frequency = 200
|
| 197 |
+
frozen_components = ["base_transformer","morphologizer","tagger","parser","trainable_lemmatizer"]
|
| 198 |
+
annotating_components = ["base_transformer","morphologizer","tagger"]
|
| 199 |
before_to_disk = null
|
| 200 |
before_update = null
|
| 201 |
|
|
|
|
| 235 |
initial_rate = 0.00005
|
| 236 |
|
| 237 |
[training.score_weights]
|
|
|
|
|
|
|
|
|
|
|
|
|
| 238 |
pos_acc = 0.1
|
| 239 |
morph_acc = 0.1
|
| 240 |
morph_per_feat = null
|
|
|
|
| 246 |
sents_r = null
|
| 247 |
sents_f = 0.0
|
| 248 |
lemma_acc = 0.2
|
| 249 |
+
ents_f = 0.2
|
| 250 |
+
ents_p = 0.0
|
| 251 |
+
ents_r = 0.0
|
| 252 |
+
ents_per_type = null
|
| 253 |
|
| 254 |
[pretraining]
|
| 255 |
|
fr_trf_ner_nrp-any-py3-none-any.whl
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:33d66d357fdf334e6e0a57eca7bef18e4d341b2352491bc6215cb843f2eb17cf
|
| 3 |
+
size 824560487
|
meta.json
CHANGED
|
@@ -7,8 +7,8 @@
|
|
| 7 |
"email":"",
|
| 8 |
"url":"",
|
| 9 |
"license":"",
|
| 10 |
-
"spacy_version":">=3.8.
|
| 11 |
-
"spacy_git_version":"
|
| 12 |
"vectors":{
|
| 13 |
"width":0,
|
| 14 |
"vectors":0,
|
|
@@ -16,14 +16,6 @@
|
|
| 16 |
"name":null
|
| 17 |
},
|
| 18 |
"labels":{
|
| 19 |
-
"ner_transformer":[
|
| 20 |
-
|
| 21 |
-
],
|
| 22 |
-
"ner":[
|
| 23 |
-
"LOC",
|
| 24 |
-
"ORG",
|
| 25 |
-
"PER"
|
| 26 |
-
],
|
| 27 |
"base_transformer":[
|
| 28 |
|
| 29 |
],
|
|
@@ -562,58 +554,73 @@
|
|
| 562 |
"punct",
|
| 563 |
"vocative",
|
| 564 |
"xcomp"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 565 |
]
|
| 566 |
},
|
| 567 |
"pipeline":[
|
| 568 |
-
"ner_transformer",
|
| 569 |
-
"ner",
|
| 570 |
-
"merge_entities",
|
| 571 |
"base_transformer",
|
| 572 |
"morphologizer",
|
| 573 |
"tagger",
|
| 574 |
"parser",
|
| 575 |
-
"trainable_lemmatizer"
|
|
|
|
|
|
|
| 576 |
],
|
| 577 |
"components":[
|
| 578 |
-
"ner_transformer",
|
| 579 |
-
"ner",
|
| 580 |
-
"merge_entities",
|
| 581 |
"base_transformer",
|
| 582 |
"morphologizer",
|
| 583 |
"tagger",
|
| 584 |
"parser",
|
| 585 |
-
"trainable_lemmatizer"
|
|
|
|
|
|
|
| 586 |
],
|
| 587 |
"disabled":[
|
| 588 |
|
| 589 |
],
|
| 590 |
"performance":{
|
| 591 |
-
"
|
| 592 |
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"
|
| 593 |
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"
|
|
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|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
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|
|
| 594 |
"ents_per_type":{
|
| 595 |
"ORG":{
|
| 596 |
-
"p":0.
|
| 597 |
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"r":0.
|
| 598 |
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"f":0.
|
| 599 |
},
|
| 600 |
"LOC":{
|
| 601 |
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"p":0.
|
| 602 |
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"r":0.
|
| 603 |
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"f":0.
|
| 604 |
},
|
| 605 |
"PER":{
|
| 606 |
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"p":
|
| 607 |
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"r":0.
|
| 608 |
-
"f":0.
|
| 609 |
}
|
| 610 |
},
|
| 611 |
-
"ner_transformer_loss":
|
| 612 |
-
"ner_loss":
|
| 613 |
},
|
| 614 |
"requirements":[
|
| 615 |
-
"spacy-transformers>=1.3.5,<1.4.0"
|
| 616 |
-
"spacy>=3.8.3,<3.9.0",
|
| 617 |
-
"spacy>=3.8.3,<3.9.0"
|
| 618 |
]
|
| 619 |
}
|
|
|
|
| 7 |
"email":"",
|
| 8 |
"url":"",
|
| 9 |
"license":"",
|
| 10 |
+
"spacy_version":">=3.8.0,<3.9.0",
|
| 11 |
+
"spacy_git_version":"b427597",
|
| 12 |
"vectors":{
|
| 13 |
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|
| 19 |
"base_transformer":[
|
| 20 |
|
| 21 |
],
|
|
|
|
| 554 |
"punct",
|
| 555 |
"vocative",
|
| 556 |
"xcomp"
|
| 557 |
+
],
|
| 558 |
+
"ner_transformer":[
|
| 559 |
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|
| 560 |
+
],
|
| 561 |
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"ner":[
|
| 562 |
+
"LOC",
|
| 563 |
+
"ORG",
|
| 564 |
+
"PER"
|
| 565 |
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|
| 566 |
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|
| 567 |
"pipeline":[
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|
|
|
|
|
|
|
|
| 568 |
"base_transformer",
|
| 569 |
"morphologizer",
|
| 570 |
"tagger",
|
| 571 |
"parser",
|
| 572 |
+
"trainable_lemmatizer",
|
| 573 |
+
"ner_transformer",
|
| 574 |
+
"ner"
|
| 575 |
],
|
| 576 |
"components":[
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|
|
|
|
|
|
|
|
|
| 577 |
"base_transformer",
|
| 578 |
"morphologizer",
|
| 579 |
"tagger",
|
| 580 |
"parser",
|
| 581 |
+
"trainable_lemmatizer",
|
| 582 |
+
"ner_transformer",
|
| 583 |
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"ner"
|
| 584 |
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|
| 585 |
"disabled":[
|
| 586 |
|
| 587 |
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| 588 |
"performance":{
|
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"pos_acc":0.0,
|
| 590 |
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| 591 |
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"morph_per_feat":0.0,
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| 592 |
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"tag_acc":0.0,
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| 593 |
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"dep_uas":0.0,
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| 594 |
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"dep_las":0.0,
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| 601 |
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"ents_p":0.9446564885,
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| 602 |
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"ents_r":0.9537572254,
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"r":0.8618421053,
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"f":0.8478964401
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