Update spaCy pipeline

README.md

@@ -14,62 +14,62 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.8116540445
+      value: 0.812993431
     - name: NER Recall
       type: recall
-      value: 0.8065529803
+      value: 0.8100156119
     - name: NER F Score
       type: f_score
-      value: 0.8090954723
+      value: 0.8115017896
   - task:
       name: TAG
       type: token-classification
     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
-      value: 0.9330104092
+      value: 0.9334226528
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.9619705246
+      value: 0.9620735855
   - task:
       name: MORPH
       type: token-classification
     metrics:
     - name: Morph (UFeats) Accuracy
       type: accuracy
-      value: 0.9527981037
+      value: 0.952582208
   - task:
       name: LEMMA
       type: token-classification
     metrics:
     - name: Lemma Accuracy
       type: accuracy
-      value: 0.9032059186
+      value: 0.9028976572
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.8747540225
+      value: 0.8742764529
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.8314723749
+      value: 0.8295618959
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.8829915561
+      value: 0.8719806763
 ---
 ### Details: https://spacy.io/models/fr#fr_core_news_sm
 
@@ -78,8 +78,8 @@ French pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, s
 | Feature | Description |
 | --- | --- |
 | **Name** | `fr_core_news_sm` |
-| **Version** | `3.3.0` |
-| **spaCy** | `>=3.3.0.dev0,<3.4.0` |
+| **Version** | `3.4.0` |
+| **spaCy** | `>=3.4.0,<3.5.0` |
 | **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Components** | `tok2vec`, `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
@@ -91,11 +91,11 @@ French pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, s
 
 <details>
 
-<summary>View label scheme (236 labels for 3 components)</summary>
+<summary>View label scheme (237 labels for 3 components)</summary>
 
 | Component | Labels |
 | --- | --- |
-| **`morphologizer`** | `POS=PROPN`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Number=Plur\|POS=PRON\|Person=1`, `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`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `POS=PRON\|PronType=Rel`, `Number=Sing\|POS=DET\|Poss=Yes`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `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`, `POS=VERB\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3`, `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`, `POS=VERB\|Tense=Pres\|VerbForm=Part`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|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\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Gender=Masc\|POS=VERB\|Tense=Past\|VerbForm=Part`, `POS=ADV\|Polarity=Neg`, `Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3`, `POS=PRON\|Person=3\|Reflex=Yes`, `Gender=Masc\|POS=NOUN`, `POS=AUX\|Tense=Past\|VerbForm=Part`, `POS=PRON\|Person=3`, `Number=Plur\|POS=NOUN`, `NumType=Ord\|Number=Sing\|POS=ADJ`, `POS=VERB\|Tense=Past\|VerbForm=Part`, `POS=AUX\|Tense=Pres\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Sing\|POS=PRON\|Person=3`, `Number=Sing\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3`, `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\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=DET`, `Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes`, `Gender=Masc\|POS=PRON`, `POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `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`, `Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Ind\|POS=VERB\|VerbForm=Fin`, `Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=PRON`, `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`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `POS=PRON`, `POS=NUM`, `Gender=Fem\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=PRON`, `Number=Plur\|POS=PRON\|Person=3`, `Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Sing\|POS=PRON\|Person=1`, `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`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=INTJ`, `Number=Plur\|POS=PRON\|Person=2`, `NumType=Card\|POS=PRON`, `Definite=Ind\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `NumType=Card\|POS=NOUN`, `POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3`, `Gender=Fem\|Number=Sing\|POS=DET`, `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=Sing\|POS=PRON\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=PROPN`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Number=Sing\|POS=DET`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Mood=Ind\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|POS=PRON`, `Gender=Masc\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `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`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|POS=VERB\|Person=3\|VerbForm=Fin`, `Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `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`, `Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `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`, `Number=Plur\|POS=PRON\|Person=2\|Reflex=Yes`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=1\|Reflex=Yes`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NOUN`, `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\|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`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|POS=PROPN`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=PROPN`, `Gender=Masc\|NumType=Card\|POS=NUM` |
+| **`morphologizer`** | `POS=PROPN`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Number=Plur\|POS=PRON\|Person=1`, `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`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `POS=PRON\|PronType=Rel`, `Number=Sing\|POS=DET\|Poss=Yes`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `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`, `POS=VERB\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3`, `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`, `POS=VERB\|Tense=Pres\|VerbForm=Part`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|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\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Gender=Masc\|POS=VERB\|Tense=Past\|VerbForm=Part`, `POS=ADV\|Polarity=Neg`, `Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3`, `POS=PRON\|Person=3\|Reflex=Yes`, `Gender=Masc\|POS=NOUN`, `POS=AUX\|Tense=Past\|VerbForm=Part`, `POS=PRON\|Person=3`, `Number=Plur\|POS=NOUN`, `NumType=Ord\|Number=Sing\|POS=ADJ`, `POS=VERB\|Tense=Past\|VerbForm=Part`, `POS=AUX\|Tense=Pres\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Sing\|POS=PRON\|Person=3`, `Number=Sing\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3`, `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\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=DET`, `Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes`, `Gender=Masc\|POS=PRON`, `POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `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`, `Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Ind\|POS=VERB\|VerbForm=Fin`, `Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=PRON`, `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`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `POS=PRON`, `POS=NUM`, `Gender=Fem\|POS=NOUN`, `POS=SPACE`, `Gender=Fem\|Number=Plur\|POS=PRON`, `Number=Plur\|POS=PRON\|Person=3`, `Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Sing\|POS=PRON\|Person=1`, `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`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=INTJ`, `Number=Plur\|POS=PRON\|Person=2`, `NumType=Card\|POS=PRON`, `Definite=Ind\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `NumType=Card\|POS=NOUN`, `POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3`, `Gender=Fem\|Number=Sing\|POS=DET`, `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=Sing\|POS=PRON\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=PROPN`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Number=Sing\|POS=DET`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Mood=Ind\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|POS=PRON`, `Gender=Masc\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `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`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|POS=VERB\|Person=3\|VerbForm=Fin`, `Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `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`, `Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `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`, `Number=Plur\|POS=PRON\|Person=2\|Reflex=Yes`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=1\|Reflex=Yes`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NOUN`, `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\|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`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|POS=PROPN`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=PROPN`, `Gender=Masc\|NumType=Card\|POS=NUM` |
 | **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux:pass`, `aux:tense`, `case`, `cc`, `ccomp`, `conj`, `cop`, `dep`, `det`, `expl:comp`, `expl:pass`, `expl:subj`, `fixed`, `flat:foreign`, `flat:name`, `iobj`, `mark`, `nmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl:agent`, `obl:arg`, `obl:mod`, `parataxis`, `punct`, `vocative`, `xcomp` |
 | **`ner`** | `LOC`, `MISC`, `ORG`, `PER` |
 
@@ -109,18 +109,18 @@ French pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, s
 | `TOKEN_P` | 98.44 |
 | `TOKEN_R` | 98.96 |
 | `TOKEN_F` | 98.70 |
-| `POS_ACC` | 96.20 |
-| `MORPH_ACC` | 95.28 |
+| `POS_ACC` | 96.21 |
+| `MORPH_ACC` | 95.26 |
 | `MORPH_MICRO_P` | 97.82 |
-| `MORPH_MICRO_R` | 96.83 |
-| `MORPH_MICRO_F` | 97.32 |
-| `SENTS_P` | 87.77 |
-| `SENTS_R` | 88.83 |
-| `SENTS_F` | 88.30 |
-| `DEP_UAS` | 87.48 |
-| `DEP_LAS` | 83.15 |
-| `TAG_ACC` | 93.30 |
-| `LEMMA_ACC` | 90.32 |
-| `ENTS_P` | 81.17 |
-| `ENTS_R` | 80.66 |
-| `ENTS_F` | 80.91 |
+| `MORPH_MICRO_R` | 96.71 |
+| `MORPH_MICRO_F` | 97.26 |
+| `SENTS_P` | 86.78 |
+| `SENTS_R` | 87.92 |
+| `SENTS_F` | 87.20 |
+| `DEP_UAS` | 87.43 |
+| `DEP_LAS` | 82.96 |
+| `TAG_ACC` | 93.34 |
+| `LEMMA_ACC` | 90.29 |
+| `ENTS_P` | 81.30 |
+| `ENTS_R` | 81.00 |
+| `ENTS_F` | 81.15 |

accuracy.json

@@ -3,66 +3,66 @@
   "token_p": 0.9844389844,
   "token_r": 0.9896058454,
   "token_f": 0.9870156531,
-  "pos_acc": 0.9619705246,
-  "morph_acc": 0.9527981037,
-  "morph_micro_p": 0.9781525017,
-  "morph_micro_r": 0.9683197271,
-  "morph_micro_f": 0.9732112788,
+  "pos_acc": 0.9620735855,
+  "morph_acc": 0.952582208,
+  "morph_micro_p": 0.978246133,
+  "morph_micro_r": 0.967101255,
+  "morph_micro_f": 0.9726417696,
   "morph_per_feat": {
     "Definite": {
-      "p": 0.9868517166,
-      "r": 0.9861313869,
-      "f": 0.9864914202
+      "p": 0.9846378932,
+      "r": 0.9824817518,
+      "f": 0.9835586408
     },
     "Number": {
-      "p": 0.9914609244,
-      "r": 0.9832474227,
-      "f": 0.9873370922
+      "p": 0.9907063197,
+      "r": 0.9812223859,
+      "f": 0.9859415464
     },
     "PronType": {
-      "p": 0.9922829582,
+      "p": 0.995483871,
       "r": 0.9872040947,
-      "f": 0.9897370109
+      "f": 0.9913266945
     },
     "Gender": {
-      "p": 0.9663930221,
-      "r": 0.9626884743,
-      "f": 0.9645371911
+      "p": 0.9706563707,
+      "r": 0.9637107079,
+      "f": 0.9671710695
     },
     "Mood": {
-      "p": 0.9611829945,
-      "r": 0.9236234458,
-      "f": 0.9420289855
+      "p": 0.9539594843,
+      "r": 0.920071048,
+      "f": 0.9367088608
     },
     "Person": {
-      "p": 0.9804177546,
-      "r": 0.9446540881,
-      "f": 0.9622037156
+      "p": 0.9779507134,
+      "r": 0.948427673,
+      "f": 0.962962963
     },
     "Tense": {
-      "p": 0.946930281,
-      "r": 0.9295199183,
-      "f": 0.9381443299
+      "p": 0.9447916667,
+      "r": 0.9264555669,
+      "f": 0.9355337803
     },
     "VerbForm": {
-      "p": 0.9653716216,
-      "r": 0.946192053,
-      "f": 0.9556856187
+      "p": 0.9586846543,
+      "r": 0.9412251656,
+      "f": 0.9498746867
     },
     "NumType": {
-      "p": 0.9721254355,
-      "r": 0.95221843,
-      "f": 0.9620689655
+      "p": 0.9929328622,
+      "r": 0.9590443686,
+      "f": 0.9756944444
     },
     "Reflex": {
-      "p": 0.9777777778,
+      "p": 1.0,
       "r": 1.0,
-      "f": 0.9887640449
+      "f": 1.0
     },
     "Voice": {
-      "p": 0.9043478261,
-      "r": 0.9285714286,
-      "f": 0.9162995595
+      "p": 0.8793103448,
+      "r": 0.9107142857,
+      "f": 0.8947368421
     },
     "Poss": {
       "p": 1.0,
@@ -70,181 +70,181 @@
       "f": 1.0
     },
     "Polarity": {
-      "p": 1.0,
+      "p": 0.9882352941,
       "r": 0.9882352941,
-      "f": 0.9940828402
+      "f": 0.9882352941
     }
   },
-  "sents_p": 0.8776978417,
-  "sents_r": 0.8883495146,
-  "sents_f": 0.8829915561,
-  "dep_uas": 0.8747540225,
-  "dep_las": 0.8314723749,
+  "sents_p": 0.8677884615,
+  "sents_r": 0.8791762895,
+  "sents_f": 0.8719806763,
+  "dep_uas": 0.8742764529,
+  "dep_las": 0.8295618959,
   "dep_las_per_type": {
     "det": {
-      "p": 0.9715447154,
-      "r": 0.9644874899,
-      "f": 0.9680032402
+      "p": 0.9675587997,
+      "r": 0.9628732849,
+      "f": 0.965210356
     },
     "nsubj": {
-      "p": 0.8746803069,
+      "p": 0.8341463415,
       "r": 0.8240963855,
-      "f": 0.8486352357
+      "f": 0.8290909091
     },
     "aux:tense": {
-      "p": 0.9069767442,
-      "r": 0.936,
-      "f": 0.9212598425
+      "p": 0.8976377953,
+      "r": 0.912,
+      "f": 0.9047619048
     },
     "root": {
-      "p": 0.847826087,
-      "r": 0.8519417476,
-      "f": 0.8498789346
+      "p": 0.8474576271,
+      "r": 0.8495145631,
+      "f": 0.8484848485
     },
     "obj": {
-      "p": 0.8147058824,
-      "r": 0.821958457,
-      "f": 0.8183161004
+      "p": 0.8058823529,
+      "r": 0.8130563798,
+      "f": 0.8094534712
     },
     "cc": {
-      "p": 0.876146789,
-      "r": 0.8801843318,
-      "f": 0.8781609195
+      "p": 0.8630136986,
+      "r": 0.8709677419,
+      "f": 0.8669724771
     },
     "case": {
-      "p": 0.9633898305,
-      "r": 0.9679836512,
-      "f": 0.9656812776
+      "p": 0.9569603228,
+      "r": 0.969346049,
+      "f": 0.9631133672
     },
     "obl:mod": {
-      "p": 0.6180124224,
-      "r": 0.5940298507,
-      "f": 0.6057838661
+      "p": 0.6314102564,
+      "r": 0.5880597015,
+      "f": 0.6089644513
     },
     "nmod": {
-      "p": 0.780148423,
-      "r": 0.8401598402,
-      "f": 0.809042809
+      "p": 0.7830985915,
+      "r": 0.8331668332,
+      "f": 0.807357212
     },
     "conj": {
-      "p": 0.4789272031,
-      "r": 0.4921259843,
-      "f": 0.4854368932
+      "p": 0.4836065574,
+      "r": 0.4645669291,
+      "f": 0.4738955823
     },
     "nummod": {
-      "p": 0.9068322981,
-      "r": 0.8639053254,
-      "f": 0.8848484848
+      "p": 0.917721519,
+      "r": 0.8579881657,
+      "f": 0.8868501529
     },
     "amod": {
-      "p": 0.8653136531,
+      "p": 0.8621323529,
       "r": 0.85428051,
-      "f": 0.8597616865
+      "f": 0.8581884721
     },
     "acl": {
-      "p": 0.6848484848,
-      "r": 0.6531791908,
-      "f": 0.6686390533
+      "p": 0.6503067485,
+      "r": 0.612716763,
+      "f": 0.630952381
     },
     "mark": {
-      "p": 0.852173913,
-      "r": 0.8634361233,
-      "f": 0.8577680525
+      "p": 0.8812785388,
+      "r": 0.8502202643,
+      "f": 0.865470852
     },
     "xcomp": {
-      "p": 0.7945205479,
+      "p": 0.7388535032,
       "r": 0.7682119205,
-      "f": 0.7811447811
+      "f": 0.7532467532
     },
     "flat:name": {
-      "p": 0.932038835,
-      "r": 0.9142857143,
-      "f": 0.9230769231
+      "p": 0.8878504673,
+      "r": 0.9047619048,
+      "f": 0.8962264151
     },
     "cop": {
-      "p": 0.880952381,
+      "p": 0.8505747126,
       "r": 0.8222222222,
-      "f": 0.8505747126
+      "f": 0.8361581921
     },
     "advmod": {
-      "p": 0.8096774194,
-      "r": 0.7868338558,
-      "f": 0.7980922099
+      "p": 0.8161290323,
+      "r": 0.7931034483,
+      "f": 0.8044515103
     },
     "obl:arg": {
-      "p": 0.6473429952,
-      "r": 0.6090909091,
-      "f": 0.6276346604
+      "p": 0.6601941748,
+      "r": 0.6181818182,
+      "f": 0.6384976526
     },
     "appos": {
-      "p": 0.5,
-      "r": 0.4578313253,
-      "f": 0.4779874214
+      "p": 0.4444444444,
+      "r": 0.4337349398,
+      "f": 0.4390243902
     },
     "nsubj:pass": {
-      "p": 0.8414634146,
-      "r": 0.8117647059,
-      "f": 0.8263473054
+      "p": 0.8292682927,
+      "r": 0.8,
+      "f": 0.8143712575
     },
     "aux:pass": {
-      "p": 0.8833333333,
-      "r": 0.9464285714,
-      "f": 0.9137931034
+      "p": 0.9035087719,
+      "r": 0.9196428571,
+      "f": 0.9115044248
     },
     "acl:relcl": {
-      "p": 0.6,
-      "r": 0.5581395349,
-      "f": 0.578313253
+      "p": 0.6626506024,
+      "r": 0.6395348837,
+      "f": 0.650887574
     },
     "advcl": {
-      "p": 0.4444444444,
-      "r": 0.5128205128,
-      "f": 0.4761904762
+      "p": 0.5057471264,
+      "r": 0.5641025641,
+      "f": 0.5333333333
     },
     "fixed": {
-      "p": 0.7956989247,
-      "r": 0.74,
-      "f": 0.7668393782
+      "p": 0.8452380952,
+      "r": 0.71,
+      "f": 0.7717391304
     },
     "dep": {
-      "p": 0.2244897959,
-      "r": 0.3793103448,
-      "f": 0.2820512821
+      "p": 0.2777777778,
+      "r": 0.5172413793,
+      "f": 0.3614457831
     },
     "expl:subj": {
-      "p": 0.7027027027,
+      "p": 0.7647058824,
       "r": 0.8125,
-      "f": 0.7536231884
+      "f": 0.7878787879
     },
     "expl:comp": {
-      "p": 0.6923076923,
-      "r": 0.9,
-      "f": 0.7826086957
+      "p": 0.6666666667,
+      "r": 0.8666666667,
+      "f": 0.7536231884
     },
     "expl:pass": {
-      "p": 0.3333333333,
-      "r": 0.2857142857,
-      "f": 0.3076923077
+      "p": 0.25,
+      "r": 0.1428571429,
+      "f": 0.1818181818
     },
     "obl:agent": {
-      "p": 0.8,
-      "r": 0.7619047619,
-      "f": 0.7804878049
+      "p": 0.8139534884,
+      "r": 0.8333333333,
+      "f": 0.8235294118
     },
     "ccomp": {
-      "p": 0.6511627907,
-      "r": 0.5490196078,
-      "f": 0.5957446809
+      "p": 0.7391304348,
+      "r": 0.6666666667,
+      "f": 0.7010309278
     },
     "parataxis": {
-      "p": 0.5,
-      "r": 0.3928571429,
-      "f": 0.44
+      "p": 0.5416666667,
+      "r": 0.4642857143,
+      "f": 0.5
     },
     "iobj": {
-      "p": 0.7222222222,
-      "r": 0.52,
-      "f": 0.6046511628
+      "p": 0.6,
+      "r": 0.48,
+      "f": 0.5333333333
     },
     "nsubj:caus": {
       "p": 0.0,
@@ -267,9 +267,9 @@
       "f": 0.0
     },
     "vocative": {
-      "p": 0.7142857143,
+      "p": 1.0,
       "r": 0.625,
-      "f": 0.6666666667
+      "f": 0.7692307692
     },
     "dislocated": {
       "p": 0.0,
@@ -297,32 +297,32 @@
       "f": 0.0
     }
   },
-  "tag_acc": 0.9330104092,
-  "lemma_acc": 0.9032059186,
-  "ents_p": 0.8116540445,
-  "ents_r": 0.8065529803,
-  "ents_f": 0.8090954723,
+  "tag_acc": 0.9334226528,
+  "lemma_acc": 0.9028976572,
+  "ents_p": 0.812993431,
+  "ents_r": 0.8100156119,
+  "ents_f": 0.8115017896,
   "ents_per_type": {
-    "PER": {
-      "p": 0.8653387572,
-      "r": 0.8840008598,
-      "f": 0.874570264
-    },
     "LOC": {
-      "p": 0.8252660345,
-      "r": 0.8337237514,
-      "f": 0.8294733337
+      "p": 0.8247443931,
+      "r": 0.8368192086,
+      "f": 0.8307379262
+    },
+    "PER": {
+      "p": 0.8687411598,
+      "r": 0.8801318335,
+      "f": 0.8743994021
     },
     "ORG": {
-      "p": 0.7441767868,
-      "r": 0.7133587786,
-      "f": 0.728441976
+      "p": 0.7622446956,
+      "r": 0.7335877863,
+      "f": 0.7476417388
     },
     "MISC": {
-      "p": 0.6901544402,
-      "r": 0.6254556058,
-      "f": 0.6562141491
+      "p": 0.6840694006,
+      "r": 0.6323079166,
+      "f": 0.6571709978
     }
   },
-  "speed": 4450.1044334226
+  "speed": 4128.958361591
 }

fr_core_news_sm-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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 {
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   "name":"core_news_sm",
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   "description":"French pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.",
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