Update spaCy pipeline

.gitattributes

@@ -19,3 +19,5 @@
 *strings.json filter=lfs diff=lfs merge=lfs -text
 vectors filter=lfs diff=lfs merge=lfs -text
 model filter=lfs diff=lfs merge=lfs -text
+*key2row filter=lfs diff=lfs merge=lfs -text
+*tokenizer filter=lfs diff=lfs merge=lfs -text

LICENSES_SOURCES

@@ -105,6 +105,8 @@ END OF TERMS AND CONDITIONS```
 * License: CC BY 4.0
 
 ```
+Creative Commons Attribution 4.0 International Public License
+
 By exercising the Licensed Rights (defined below), You accept and agree to be bound by the terms and conditions of this Creative Commons Attribution 4.0 International Public License ("Public License"). To the extent this Public License may be interpreted as a contract, You are granted the Licensed Rights in consideration of Your acceptance of these terms and conditions, and the Licensor grants You such rights in consideration of benefits the Licensor receives from making the Licensed Material available under these terms and conditions.
 
 Section 1 – Definitions.

README.md

@@ -14,47 +14,62 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.843850032
+      value: 0.8424958383
     - name: NER Recall
       type: recall
-      value: 0.8442216084
+      value: 0.8407589768
     - name: NER F Score
       type: f_score
-      value: 0.8440357793
+      value: 0.8416265115
+  - task:
+      name: TAG
+      type: token-classification
+    metrics:
+    - name: TAG (XPOS) Accuracy
+      type: accuracy
+      value: 0.9457899619
   - task:
       name: POS
       type: token-classification
     metrics:
-    - name: POS Accuracy
+    - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.947075496
+      value: 0.9745439555
   - task:
-      name: SENTER
+      name: MORPH
       type: token-classification
     metrics:
-    - name: SENTER Precision
-      type: precision
-      value: 0.8684210526
-    - name: SENTER Recall
-      type: recall
-      value: 0.9002309469
-    - name: SENTER F Score
-      type: f_score
-      value: 0.8746987952
+    - name: Morph (UFeats) Accuracy
+      type: accuracy
+      value: 0.9674226804
   - task:
-      name: UNLABELED_DEPENDENCIES
+      name: LEMMA
       type: token-classification
     metrics:
-    - name: Unlabeled Dependencies Accuracy
+    - name: Lemma Accuracy
       type: accuracy
-      value: 0.9011981247
+      value: 0.9082408549
+  - task:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Unlabeled Attachment Score (UAS)
+      type: f_score
+      value: 0.8971464953
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
-    - name: Labeled Dependencies Accuracy
-      type: accuracy
-      value: 0.9011981247
+    - name: Labeled Attachment Score (LAS)
+      type: f_score
+      value: 0.8595070015
+  - task:
+      name: SENTS
+      type: token-classification
+    metrics:
+    - name: Sentences F-Score
+      type: f_score
+      value: 0.8701923077
 ---
 ### Details: https://spacy.io/models/fr#fr_core_news_lg
 
@@ -63,8 +78,8 @@ French pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, s
 | Feature | Description |
 | --- | --- |
 | **Name** | `fr_core_news_lg` |
-| **Version** | `3.2.0` |
-| **spaCy** | `>=3.2.0,<3.3.0` |
+| **Version** | `3.3.0` |
+| **spaCy** | `>=3.3.0.dev0,<3.4.0` |
 | **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Components** | `tok2vec`, `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Vectors** | 500000 keys, 500000 unique vectors (300 dimensions) |
@@ -76,13 +91,12 @@ French pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, s
 
 <details>
 
-<summary>View label scheme (238 labels for 4 components)</summary>
+<summary>View label scheme (236 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` |
 | **`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` |
-| **`senter`** | `I`, `S` |
 | **`ner`** | `LOC`, `MISC`, `ORG`, `PER` |
 
 </details>
@@ -95,18 +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` | 97.57 |
-| `MORPH_ACC` | 96.96 |
-| `MORPH_MICRO_P` | 98.91 |
-| `MORPH_MICRO_R` | 98.19 |
-| `MORPH_MICRO_F` | 98.55 |
-| `SENTS_P` | 86.84 |
-| `SENTS_R` | 90.02 |
-| `SENTS_F` | 87.47 |
-| `DEP_UAS` | 90.12 |
-| `DEP_LAS` | 86.32 |
-| `TAG_ACC` | 94.71 |
-| `LEMMA_ACC` | 90.95 |
-| `ENTS_P` | 84.39 |
-| `ENTS_R` | 84.42 |
-| `ENTS_F` | 84.40 |
+| `POS_ACC` | 97.45 |
+| `MORPH_ACC` | 96.74 |
+| `MORPH_MICRO_P` | 98.79 |
+| `MORPH_MICRO_R` | 98.09 |
+| `MORPH_MICRO_F` | 98.44 |
+| `SENTS_P` | 86.19 |
+| `SENTS_R` | 88.91 |
+| `SENTS_F` | 87.02 |
+| `DEP_UAS` | 89.71 |
+| `DEP_LAS` | 85.95 |
+| `TAG_ACC` | 94.58 |
+| `LEMMA_ACC` | 90.82 |
+| `ENTS_P` | 84.25 |
+| `ENTS_R` | 84.08 |
+| `ENTS_F` | 84.16 |

accuracy.json

@@ -3,56 +3,56 @@
   "token_p": 0.9844389844,
   "token_r": 0.9896058454,
   "token_f": 0.9870156531,
-  "pos_acc": 0.9757279052,
-  "morph_acc": 0.9695876289,
-  "morph_micro_p": 0.9891371057,
-  "morph_micro_r": 0.9819056903,
-  "morph_micro_f": 0.9855081326,
+  "pos_acc": 0.9745439555,
+  "morph_acc": 0.9674226804,
+  "morph_micro_p": 0.9879126273,
+  "morph_micro_r": 0.9809309126,
+  "morph_micro_f": 0.984409391,
   "morph_per_feat": {
     "Definite": {
-      "p": 0.9890510949,
-      "r": 0.9890510949,
-      "f": 0.9890510949
+      "p": 0.9904831625,
+      "r": 0.9875912409,
+      "f": 0.9890350877
     },
     "Number": {
-      "p": 0.9946286349,
-      "r": 0.9885861561,
-      "f": 0.9915981904
+      "p": 0.9933345677,
+      "r": 0.9876656848,
+      "f": 0.9904920151
     },
     "PronType": {
-      "p": 0.9961439589,
-      "r": 0.9916826615,
-      "f": 0.9939083039
+      "p": 0.995492595,
+      "r": 0.9891234805,
+      "f": 0.9922978177
     },
     "Gender": {
-      "p": 0.9865979381,
-      "r": 0.9782775364,
-      "f": 0.9824201206
+      "p": 0.9823212913,
+      "r": 0.9798108868,
+      "f": 0.9810644831
     },
     "Mood": {
-      "p": 0.9747292419,
-      "r": 0.9591474245,
-      "f": 0.9668755595
+      "p": 0.9764065336,
+      "r": 0.9555950266,
+      "f": 0.9658886894
     },
     "Person": {
-      "p": 0.9923273657,
-      "r": 0.9761006289,
-      "f": 0.9841471148
+      "p": 0.9910141207,
+      "r": 0.9710691824,
+      "f": 0.9809402795
     },
     "Tense": {
-      "p": 0.975308642,
-      "r": 0.9683350358,
-      "f": 0.9718093285
+      "p": 0.9741735537,
+      "r": 0.9632277835,
+      "f": 0.9686697483
     },
     "VerbForm": {
-      "p": 0.9841534612,
-      "r": 0.9768211921,
-      "f": 0.9804736186
+      "p": 0.9840871022,
+      "r": 0.9726821192,
+      "f": 0.9783513739
     },
     "NumType": {
-      "p": 0.9858657244,
-      "r": 0.95221843,
-      "f": 0.96875
+      "p": 1.0,
+      "r": 0.9624573379,
+      "f": 0.9808695652
     },
     "Reflex": {
       "p": 1.0,
@@ -60,9 +60,9 @@
       "f": 1.0
     },
     "Voice": {
-      "p": 0.9298245614,
-      "r": 0.9464285714,
-      "f": 0.9380530973
+      "p": 0.9316239316,
+      "r": 0.9732142857,
+      "f": 0.9519650655
     },
     "Poss": {
       "p": 1.0,
@@ -71,180 +71,180 @@
     },
     "Polarity": {
       "p": 1.0,
-      "r": 0.9882352941,
-      "f": 0.9940828402
+      "r": 0.9764705882,
+      "f": 0.9880952381
     }
   },
-  "sents_p": 0.8684210526,
-  "sents_r": 0.9002309469,
-  "sents_f": 0.8746987952,
-  "dep_uas": 0.9011981247,
-  "dep_las": 0.863160331,
+  "sents_p": 0.8619047619,
+  "sents_r": 0.8890685142,
+  "sents_f": 0.8701923077,
+  "dep_uas": 0.8971464953,
+  "dep_las": 0.8595070015,
   "dep_las_per_type": {
     "det": {
-      "p": 0.9798549557,
-      "r": 0.9814366425,
-      "f": 0.9806451613
+      "p": 0.9846029173,
+      "r": 0.98062954,
+      "f": 0.9826122119
     },
     "nsubj": {
-      "p": 0.896039604,
-      "r": 0.8722891566,
-      "f": 0.884004884
+      "p": 0.8823529412,
+      "r": 0.8674698795,
+      "f": 0.8748481166
     },
     "aux:tense": {
-      "p": 0.9754098361,
+      "p": 0.9224806202,
       "r": 0.952,
-      "f": 0.963562753
+      "f": 0.937007874
     },
     "root": {
-      "p": 0.8708133971,
-      "r": 0.8834951456,
-      "f": 0.8771084337
+      "p": 0.8747044917,
+      "r": 0.8980582524,
+      "f": 0.8862275449
     },
     "obj": {
-      "p": 0.865497076,
-      "r": 0.8783382789,
-      "f": 0.8718703976
+      "p": 0.8868501529,
+      "r": 0.8605341246,
+      "f": 0.8734939759
     },
     "cc": {
-      "p": 0.8986175115,
-      "r": 0.8986175115,
-      "f": 0.8986175115
+      "p": 0.9049773756,
+      "r": 0.9216589862,
+      "f": 0.9132420091
     },
     "case": {
-      "p": 0.9708078751,
-      "r": 0.9741144414,
-      "f": 0.9724583475
+      "p": 0.9722598106,
+      "r": 0.9788828338,
+      "f": 0.9755600815
     },
     "obl:mod": {
-      "p": 0.6719242902,
-      "r": 0.6358208955,
-      "f": 0.6533742331
+      "p": 0.6437125749,
+      "r": 0.6417910448,
+      "f": 0.6427503737
     },
     "nmod": {
-      "p": 0.8217349857,
-      "r": 0.8611388611,
-      "f": 0.8409756098
+      "p": 0.8200192493,
+      "r": 0.8511488511,
+      "f": 0.8352941176
     },
     "conj": {
-      "p": 0.5595238095,
+      "p": 0.561752988,
       "r": 0.5551181102,
-      "f": 0.557312253
+      "f": 0.5584158416
     },
     "nummod": {
-      "p": 0.9299363057,
-      "r": 0.8639053254,
-      "f": 0.8957055215
+      "p": 0.903030303,
+      "r": 0.8816568047,
+      "f": 0.8922155689
     },
     "amod": {
-      "p": 0.9307116105,
-      "r": 0.9052823315,
-      "f": 0.917820868
+      "p": 0.9291044776,
+      "r": 0.9071038251,
+      "f": 0.9179723502
     },
     "acl": {
-      "p": 0.7045454545,
-      "r": 0.7167630058,
-      "f": 0.7106017192
+      "p": 0.683908046,
+      "r": 0.6878612717,
+      "f": 0.6858789625
     },
     "mark": {
-      "p": 0.8928571429,
-      "r": 0.8810572687,
-      "f": 0.8869179601
+      "p": 0.8755555556,
+      "r": 0.8678414097,
+      "f": 0.8716814159
     },
     "xcomp": {
-      "p": 0.8835616438,
-      "r": 0.8543046358,
-      "f": 0.8686868687
+      "p": 0.8671328671,
+      "r": 0.821192053,
+      "f": 0.843537415
     },
     "flat:name": {
-      "p": 0.9047619048,
-      "r": 0.9047619048,
-      "f": 0.9047619048
+      "p": 0.93,
+      "r": 0.8857142857,
+      "f": 0.9073170732
     },
     "cop": {
-      "p": 0.8988764045,
-      "r": 0.8888888889,
-      "f": 0.8938547486
+      "p": 0.8681318681,
+      "r": 0.8777777778,
+      "f": 0.8729281768
     },
     "advmod": {
-      "p": 0.858044164,
-      "r": 0.8526645768,
-      "f": 0.8553459119
+      "p": 0.8444444444,
+      "r": 0.8338557994,
+      "f": 0.8391167192
     },
     "obl:arg": {
-      "p": 0.6832579186,
-      "r": 0.6863636364,
-      "f": 0.6848072562
+      "p": 0.7242990654,
+      "r": 0.7045454545,
+      "f": 0.7142857143
     },
     "appos": {
-      "p": 0.5421686747,
-      "r": 0.5421686747,
-      "f": 0.5421686747
+      "p": 0.4698795181,
+      "r": 0.4698795181,
+      "f": 0.4698795181
     },
     "nsubj:pass": {
-      "p": 0.880952381,
+      "p": 0.8604651163,
       "r": 0.8705882353,
-      "f": 0.875739645
+      "f": 0.865497076
     },
     "aux:pass": {
-      "p": 0.9557522124,
-      "r": 0.9642857143,
-      "f": 0.96
+      "p": 0.9304347826,
+      "r": 0.9553571429,
+      "f": 0.9427312775
     },
     "acl:relcl": {
-      "p": 0.686746988,
-      "r": 0.6627906977,
-      "f": 0.674556213
+      "p": 0.6419753086,
+      "r": 0.6046511628,
+      "f": 0.622754491
     },
     "advcl": {
-      "p": 0.4810126582,
-      "r": 0.4871794872,
-      "f": 0.4840764331
+      "p": 0.4659090909,
+      "r": 0.5256410256,
+      "f": 0.4939759036
     },
     "fixed": {
-      "p": 0.7956989247,
-      "r": 0.74,
-      "f": 0.7668393782
+      "p": 0.7604166667,
+      "r": 0.73,
+      "f": 0.7448979592
     },
     "dep": {
-      "p": 0.253968254,
-      "r": 0.5517241379,
-      "f": 0.347826087
+      "p": 0.2033898305,
+      "r": 0.4137931034,
+      "f": 0.2727272727
     },
     "expl:subj": {
-      "p": 0.8125,
-      "r": 0.8125,
-      "f": 0.8125
+      "p": 0.78125,
+      "r": 0.78125,
+      "f": 0.78125
     },
     "expl:comp": {
-      "p": 0.7,
-      "r": 0.9333333333,
-      "f": 0.8
+      "p": 0.6341463415,
+      "r": 0.8666666667,
+      "f": 0.7323943662
     },
     "expl:pass": {
-      "p": 0.4,
-      "r": 0.2857142857,
-      "f": 0.3333333333
+      "p": 0.3333333333,
+      "r": 0.1428571429,
+      "f": 0.2
     },
     "ccomp": {
-      "p": 0.7,
-      "r": 0.6862745098,
-      "f": 0.6930693069
-    },
-    "obl:agent": {
-      "p": 0.8888888889,
-      "r": 0.7619047619,
-      "f": 0.8205128205
+      "p": 0.8,
+      "r": 0.7058823529,
+      "f": 0.75
     },
     "parataxis": {
-      "p": 0.6,
-      "r": 0.4285714286,
-      "f": 0.5
+      "p": 0.6923076923,
+      "r": 0.3214285714,
+      "f": 0.4390243902
     },
     "iobj": {
-      "p": 0.8235294118,
-      "r": 0.56,
-      "f": 0.6666666667
+      "p": 0.8,
+      "r": 0.48,
+      "f": 0.6
+    },
+    "obl:agent": {
+      "p": 0.9210526316,
+      "r": 0.8333333333,
+      "f": 0.875
     },
     "nsubj:caus": {
       "p": 0.0,
@@ -267,9 +267,9 @@
       "f": 0.0
     },
     "vocative": {
-      "p": 0.8333333333,
+      "p": 1.0,
       "r": 0.625,
-      "f": 0.7142857143
+      "f": 0.7692307692
     },
     "dislocated": {
       "p": 0.0,
@@ -277,9 +277,9 @@
       "f": 0.0
     },
     "flat:foreign": {
-      "p": 1.0,
+      "p": 0.5,
       "r": 0.1428571429,
-      "f": 0.25
+      "f": 0.2222222222
     },
     "orphan": {
       "p": 0.0,
@@ -297,32 +297,32 @@
       "f": 0.0
     }
   },
-  "tag_acc": 0.947075496,
-  "lemma_acc": 0.9094739005,
-  "ents_p": 0.843850032,
-  "ents_r": 0.8442216084,
-  "ents_f": 0.8440357793,
+  "tag_acc": 0.9457899619,
+  "lemma_acc": 0.9082408549,
+  "ents_p": 0.8424958383,
+  "ents_r": 0.8407589768,
+  "ents_f": 0.8416265115,
   "ents_per_type": {
     "PER": {
-      "p": 0.9113682873,
-      "r": 0.9253421222,
-      "f": 0.9183020478
+      "p": 0.9084447572,
+      "r": 0.9249122304,
+      "f": 0.9166045372
     },
     "LOC": {
-      "p": 0.8441938007,
-      "r": 0.8578599515,
-      "f": 0.8509720119
+      "p": 0.84611891,
+      "r": 0.8572324939,
+      "f": 0.8516394465
     },
     "ORG": {
-      "p": 0.7981488775,
-      "r": 0.7734732824,
-      "f": 0.7856173677
+      "p": 0.7897670715,
+      "r": 0.7570610687,
+      "f": 0.7730683036
     },
     "MISC": {
-      "p": 0.7300527786,
-      "r": 0.6856684648,
-      "f": 0.7071648748
+      "p": 0.7238526382,
+      "r": 0.6760460709,
+      "f": 0.6991330569
     }
   },
-  "speed": 4058.7135091792
+  "speed": 4250.2217767942
 }

config.cfg

@@ -39,8 +39,9 @@ overwrite = true
 scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
 
 [components.morphologizer.model]
-@architectures = "spacy.Tagger.v1"
+@architectures = "spacy.Tagger.v2"
 nO = null
+normalize = false
 
 [components.morphologizer.model.tok2vec]
 @architectures = "spacy.Tok2VecListener.v1"
@@ -70,7 +71,7 @@ nO = null
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 96
 attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
-rows = [5000,2500,2500,2500,100]
+rows = [5000,1000,2500,2500,50]
 include_static_vectors = true
 
 [components.ner.model.tok2vec.encode]
@@ -108,8 +109,9 @@ overwrite = false
 scorer = {"@scorers":"spacy.senter_scorer.v1"}
 
 [components.senter.model]
-@architectures = "spacy.Tagger.v1"
+@architectures = "spacy.Tagger.v2"
 nO = null
+normalize = false
 
 [components.senter.model.tok2vec]
 @architectures = "spacy.Tok2Vec.v2"
@@ -138,7 +140,7 @@ factory = "tok2vec"
 @architectures = "spacy.MultiHashEmbed.v2"
 width = ${components.tok2vec.model.encode:width}
 attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
-rows = [5000,2500,2500,2500,100]
+rows = [5000,1000,2500,2500,50]
 include_static_vectors = true
 
 [components.tok2vec.model.encode]
@@ -175,7 +177,7 @@ dropout = 0.1
 accumulate_gradient = 1
 patience = 5000
 max_epochs = 0
-max_steps = 0
+max_steps = 100000
 eval_frequency = 1000
 frozen_components = []
 before_to_disk = null

fr_core_news_lg-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ec6139f61d34ec0fe6d0574c3cb1453f902bbf08ea0a9574f0ee838941e3029b
-size 572929066
+oid sha256:d4107106f2f768c3de950e39e870c1ef61b4d5959f30f906caed4f8ad3e9a472
+size 571826408

meta.json

@@ -1,14 +1,14 @@
 {
   "lang":"fr",
   "name":"core_news_lg",
-  "version":"3.2.0",
+  "version":"3.3.0",
   "description":"French pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.",
   "author":"Explosion",
   "email":"[email protected]",
   "url":"https://explosion.ai",
   "license":"LGPL-LR",
-  "spacy_version":">=3.2.0,<3.3.0",
-  "spacy_git_version":"bb26550e2",
+  "spacy_version":">=3.3.0.dev0,<3.4.0",
+  "spacy_git_version":"849bef2de",
   "vectors":{
     "width":300,
     "vectors":500000,
@@ -255,10 +255,6 @@
       "vocative",
       "xcomp"
     ],
-    "senter":[
-      "I",
-      "S"
-    ],
     "attribute_ruler":[
 
     ],
@@ -297,56 +293,56 @@
     "token_p":0.9844389844,
     "token_r":0.9896058454,
     "token_f":0.9870156531,
-    "pos_acc":0.9757279052,
-    "morph_acc":0.9695876289,
-    "morph_micro_p":0.9891371057,
-    "morph_micro_r":0.9819056903,
-    "morph_micro_f":0.9855081326,
+    "pos_acc":0.9745439555,
+    "morph_acc":0.9674226804,
+    "morph_micro_p":0.9879126273,
+    "morph_micro_r":0.9809309126,
+    "morph_micro_f":0.984409391,
     "morph_per_feat":{
       "Definite":{
-        "p":0.9890510949,
-        "r":0.9890510949,
-        "f":0.9890510949
+        "p":0.9904831625,
+        "r":0.9875912409,
+        "f":0.9890350877
       },
       "Number":{
-        "p":0.9946286349,
-        "r":0.9885861561,
-        "f":0.9915981904
+        "p":0.9933345677,
+        "r":0.9876656848,
+        "f":0.9904920151
       },
       "PronType":{
-        "p":0.9961439589,
-        "r":0.9916826615,
-        "f":0.9939083039
+        "p":0.995492595,
+        "r":0.9891234805,
+        "f":0.9922978177
       },
       "Gender":{
-        "p":0.9865979381,
-        "r":0.9782775364,
-        "f":0.9824201206
+        "p":0.9823212913,
+        "r":0.9798108868,
+        "f":0.9810644831
       },
       "Mood":{
-        "p":0.9747292419,
-        "r":0.9591474245,
-        "f":0.9668755595
+        "p":0.9764065336,
+        "r":0.9555950266,
+        "f":0.9658886894
       },
       "Person":{
-        "p":0.9923273657,
-        "r":0.9761006289,
-        "f":0.9841471148
+        "p":0.9910141207,
+        "r":0.9710691824,
+        "f":0.9809402795
       },
       "Tense":{
-        "p":0.975308642,
-        "r":0.9683350358,
-        "f":0.9718093285
+        "p":0.9741735537,
+        "r":0.9632277835,
+        "f":0.9686697483
       },
       "VerbForm":{
-        "p":0.9841534612,
-        "r":0.9768211921,
-        "f":0.9804736186
+        "p":0.9840871022,
+        "r":0.9726821192,
+        "f":0.9783513739
       },
       "NumType":{
-        "p":0.9858657244,
-        "r":0.95221843,
-        "f":0.96875
+        "p":1.0,
+        "r":0.9624573379,
+        "f":0.9808695652
       },
       "Reflex":{
         "p":1.0,
@@ -354,9 +350,9 @@
         "f":1.0
       },
       "Voice":{
-        "p":0.9298245614,
-        "r":0.9464285714,
-        "f":0.9380530973
+        "p":0.9316239316,
+        "r":0.9732142857,
+        "f":0.9519650655
       },
       "Poss":{
         "p":1.0,
@@ -365,180 +361,180 @@
       },
       "Polarity":{
         "p":1.0,
-        "r":0.9882352941,
-        "f":0.9940828402
+        "r":0.9764705882,
+        "f":0.9880952381
       }
     },
-    "sents_p":0.8684210526,
-    "sents_r":0.9002309469,
-    "sents_f":0.8746987952,
-    "dep_uas":0.9011981247,
-    "dep_las":0.863160331,
+    "sents_p":0.8619047619,
+    "sents_r":0.8890685142,
+    "sents_f":0.8701923077,
+    "dep_uas":0.8971464953,
+    "dep_las":0.8595070015,
     "dep_las_per_type":{
       "det":{
-        "p":0.9798549557,
-        "r":0.9814366425,
-        "f":0.9806451613
+        "p":0.9846029173,
+        "r":0.98062954,
+        "f":0.9826122119
       },
       "nsubj":{
-        "p":0.896039604,
-        "r":0.8722891566,
-        "f":0.884004884
+        "p":0.8823529412,
+        "r":0.8674698795,
+        "f":0.8748481166
       },
       "aux:tense":{
-        "p":0.9754098361,
+        "p":0.9224806202,
         "r":0.952,
-        "f":0.963562753
+        "f":0.937007874
       },
       "root":{
-        "p":0.8708133971,
-        "r":0.8834951456,
-        "f":0.8771084337
+        "p":0.8747044917,
+        "r":0.8980582524,
+        "f":0.8862275449
       },
       "obj":{
-        "p":0.865497076,
-        "r":0.8783382789,
-        "f":0.8718703976
+        "p":0.8868501529,
+        "r":0.8605341246,
+        "f":0.8734939759
       },
       "cc":{
-        "p":0.8986175115,
-        "r":0.8986175115,
-        "f":0.8986175115
+        "p":0.9049773756,
+        "r":0.9216589862,
+        "f":0.9132420091
       },
       "case":{
-        "p":0.9708078751,
-        "r":0.9741144414,
-        "f":0.9724583475
+        "p":0.9722598106,
+        "r":0.9788828338,
+        "f":0.9755600815
       },
       "obl:mod":{
-        "p":0.6719242902,
-        "r":0.6358208955,
-        "f":0.6533742331
+        "p":0.6437125749,
+        "r":0.6417910448,
+        "f":0.6427503737
       },
       "nmod":{
-        "p":0.8217349857,
-        "r":0.8611388611,
-        "f":0.8409756098
+        "p":0.8200192493,
+        "r":0.8511488511,
+        "f":0.8352941176
       },
       "conj":{
-        "p":0.5595238095,
+        "p":0.561752988,
         "r":0.5551181102,
-        "f":0.557312253
+        "f":0.5584158416
       },
       "nummod":{
-        "p":0.9299363057,
-        "r":0.8639053254,
-        "f":0.8957055215
+        "p":0.903030303,
+        "r":0.8816568047,
+        "f":0.8922155689
       },
       "amod":{
-        "p":0.9307116105,
-        "r":0.9052823315,
-        "f":0.917820868
+        "p":0.9291044776,
+        "r":0.9071038251,
+        "f":0.9179723502
       },
       "acl":{
-        "p":0.7045454545,
-        "r":0.7167630058,
-        "f":0.7106017192
+        "p":0.683908046,
+        "r":0.6878612717,
+        "f":0.6858789625
       },
       "mark":{
-        "p":0.8928571429,
-        "r":0.8810572687,
-        "f":0.8869179601
+        "p":0.8755555556,
+        "r":0.8678414097,
+        "f":0.8716814159
       },
       "xcomp":{
-        "p":0.8835616438,
-        "r":0.8543046358,
-        "f":0.8686868687
+        "p":0.8671328671,
+        "r":0.821192053,
+        "f":0.843537415
       },
       "flat:name":{
-        "p":0.9047619048,
-        "r":0.9047619048,
-        "f":0.9047619048
+        "p":0.93,
+        "r":0.8857142857,
+        "f":0.9073170732
       },
       "cop":{
-        "p":0.8988764045,
-        "r":0.8888888889,
-        "f":0.8938547486
+        "p":0.8681318681,
+        "r":0.8777777778,
+        "f":0.8729281768
       },
       "advmod":{
-        "p":0.858044164,
-        "r":0.8526645768,
-        "f":0.8553459119
+        "p":0.8444444444,
+        "r":0.8338557994,
+        "f":0.8391167192
       },
       "obl:arg":{
-        "p":0.6832579186,
-        "r":0.6863636364,
-        "f":0.6848072562
+        "p":0.7242990654,
+        "r":0.7045454545,
+        "f":0.7142857143
       },
       "appos":{
-        "p":0.5421686747,
-        "r":0.5421686747,
-        "f":0.5421686747
+        "p":0.4698795181,
+        "r":0.4698795181,
+        "f":0.4698795181
       },
       "nsubj:pass":{
-        "p":0.880952381,
+        "p":0.8604651163,
         "r":0.8705882353,
-        "f":0.875739645
+        "f":0.865497076
       },
       "aux:pass":{
-        "p":0.9557522124,
-        "r":0.9642857143,
-        "f":0.96
+        "p":0.9304347826,
+        "r":0.9553571429,
+        "f":0.9427312775
       },
       "acl:relcl":{
-        "p":0.686746988,
-        "r":0.6627906977,
-        "f":0.674556213
+        "p":0.6419753086,
+        "r":0.6046511628,
+        "f":0.622754491
       },
       "advcl":{
-        "p":0.4810126582,
-        "r":0.4871794872,
-        "f":0.4840764331
+        "p":0.4659090909,
+        "r":0.5256410256,
+        "f":0.4939759036
       },
       "fixed":{
-        "p":0.7956989247,
-        "r":0.74,
-        "f":0.7668393782
+        "p":0.7604166667,
+        "r":0.73,
+        "f":0.7448979592
       },
       "dep":{
-        "p":0.253968254,
-        "r":0.5517241379,
-        "f":0.347826087
+        "p":0.2033898305,
+        "r":0.4137931034,
+        "f":0.2727272727
       },
       "expl:subj":{
-        "p":0.8125,
-        "r":0.8125,
-        "f":0.8125
+        "p":0.78125,
+        "r":0.78125,
+        "f":0.78125
       },
       "expl:comp":{
-        "p":0.7,
-        "r":0.9333333333,
-        "f":0.8
+        "p":0.6341463415,
+        "r":0.8666666667,
+        "f":0.7323943662
       },
       "expl:pass":{
-        "p":0.4,
-        "r":0.2857142857,
-        "f":0.3333333333
+        "p":0.3333333333,
+        "r":0.1428571429,
+        "f":0.2
       },
       "ccomp":{
-        "p":0.7,
-        "r":0.6862745098,
-        "f":0.6930693069
-      },
-      "obl:agent":{
-        "p":0.8888888889,
-        "r":0.7619047619,
-        "f":0.8205128205
+        "p":0.8,
+        "r":0.7058823529,
+        "f":0.75
       },
       "parataxis":{
-        "p":0.6,
-        "r":0.4285714286,
-        "f":0.5
+        "p":0.6923076923,
+        "r":0.3214285714,
+        "f":0.4390243902
       },
       "iobj":{
-        "p":0.8235294118,
-        "r":0.56,
-        "f":0.6666666667
+        "p":0.8,
+        "r":0.48,
+        "f":0.6
+      },
+      "obl:agent":{
+        "p":0.9210526316,
+        "r":0.8333333333,
+        "f":0.875
       },
       "nsubj:caus":{
         "p":0.0,
@@ -561,9 +557,9 @@
         "f":0.0
       },
       "vocative":{
-        "p":0.8333333333,
+        "p":1.0,
         "r":0.625,
-        "f":0.7142857143
+        "f":0.7692307692
       },
       "dislocated":{
         "p":0.0,
@@ -571,9 +567,9 @@
         "f":0.0
       },
       "flat:foreign":{
-        "p":1.0,
+        "p":0.5,
         "r":0.1428571429,
-        "f":0.25
+        "f":0.2222222222
       },
       "orphan":{
         "p":0.0,
@@ -591,34 +587,34 @@
         "f":0.0
       }
     },
-    "tag_acc":0.947075496,
-    "lemma_acc":0.9094739005,
-    "ents_p":0.843850032,
-    "ents_r":0.8442216084,
-    "ents_f":0.8440357793,
+    "tag_acc":0.9457899619,
+    "lemma_acc":0.9082408549,
+    "ents_p":0.8424958383,
+    "ents_r":0.8407589768,
+    "ents_f":0.8416265115,
     "ents_per_type":{
       "PER":{
-        "p":0.9113682873,
-        "r":0.9253421222,
-        "f":0.9183020478
+        "p":0.9084447572,
+        "r":0.9249122304,
+        "f":0.9166045372
       },
       "LOC":{
-        "p":0.8441938007,
-        "r":0.8578599515,
-        "f":0.8509720119
+        "p":0.84611891,
+        "r":0.8572324939,
+        "f":0.8516394465
       },
       "ORG":{
-        "p":0.7981488775,
-        "r":0.7734732824,
-        "f":0.7856173677
+        "p":0.7897670715,
+        "r":0.7570610687,
+        "f":0.7730683036
       },
       "MISC":{
-        "p":0.7300527786,
-        "r":0.6856684648,
-        "f":0.7071648748
+        "p":0.7238526382,
+        "r":0.6760460709,
+        "f":0.6991330569
       }
     },
-    "speed":4058.7135091792
+    "speed":4250.2217767942
   },
   "sources":[
     {

morphologizer/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e8d2be042fd235a4c9504e62256764658b05e4c9acb04da98f455f41de6b5227
-size 76433
+oid sha256:78ad060331a930372daa8dce4acd41b0753b20835e4cee9c7919ec0b1309cacb
+size 76485

ner/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:62e96bb7c90a432aaeceb54b56a34c799a9067b3a25b976eaa16734feab7e2f7
-size 7091792
+oid sha256:1a5e1779a1f459969e4075de48031e46e0a9167dfb717f4ae9fb6ef590cf4905
+size 6496592

parser/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e22b464c9877cd55d1284b65859a35df5ca640c6f3644353a1d0a5b1911c7f34
+oid sha256:9e776d762e856efddbff68e9d84a33d690dbaed07d3191e9d8186d24a345bcdb
 size 304828

parser/moves

@@ -1 +1 @@
-��moves��{"0":{"":25255},"1":{"":21680},"2":{"case":7258,"det":6062,"nsubj":1982,"punct":1645,"advmod":1210,"cc":1205,"mark":1051,"aux:tense":673,"amod":662,"nummod":595,"aux:pass":544,"obl:mod":483,"nsubj:pass":425,"cop":365,"expl:comp":204,"obj":170,"expl:subj":164,"iobj":139,"advcl":123,"nmod":92,"expl:pass":40,"vocative":35,"dep":0},"3":{"nmod":5132,"punct":3954,"amod":2083,"conj":1517,"obj":1410,"obl:mod":1184,"obl:arg":1078,"acl":782,"xcomp":739,"flat:name":657,"advmod":562,"fixed":409,"appos":408,"acl:relcl":365,"advcl":306,"ccomp":238,"obl:agent":206,"dep":138,"nummod":117,"parataxis":92,"nsubj":75,"flat:foreign":63},"4":{"ROOT":2219}}�cfg��neg_key�
+��moves��{"0":{"":25345},"1":{"":21571},"2":{"case":7318,"det":6066,"nsubj":1969,"punct":1660,"cc":1214,"advmod":1209,"mark":1055,"aux:tense":673,"amod":664,"nummod":609,"aux:pass":546,"obl:mod":480,"nsubj:pass":420,"cop":366,"expl:comp":204,"obj":170,"expl:subj":165,"iobj":139,"advcl":123,"nmod":92,"expl:pass":40,"vocative":35,"dep":0},"3":{"nmod":4995,"punct":4040,"amod":2051,"conj":1514,"obj":1405,"obl:mod":1188,"obl:arg":1070,"acl":785,"xcomp":739,"flat:name":622,"advmod":564,"fixed":413,"appos":412,"acl:relcl":368,"advcl":306,"ccomp":238,"obl:agent":203,"dep":142,"nummod":124,"parataxis":95,"nsubj":76,"flat:foreign":59},"4":{"ROOT":2231}}�cfg��neg_key�

senter/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:67384ea49c3a155ab1e76bb200b16ab582952bb3afc0fa61ba7de5c45611e836
-size 219901
+oid sha256:89e920872f6b2b236a7b15c8512c211271cffa56153a7cba51a95e43900707a4
+size 219953

tok2vec/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b0db6a263e9e98c1ddbb79012aad2e62cb056179274078e49ee9cd0f1c581966
-size 6960804
+oid sha256:6790a9d5cfdb564c69805f3db8569322d57796b9876032eb7d30d6537b43def8
+size 6365604