Update spaCy pipeline

LICENSES_SOURCES

@@ -1,4 +1,4 @@
-# UD Norwegian Bokmaal (from NorNE)
+# UD Norwegian Bokmaal v2.8
 
 * Author: Øvrelid, Lilja; Jørgensen, Fredrik; Hohle, Petter
 * URL: https://github.com/UniversalDependencies/UD_Norwegian-Bokmaal
@@ -34,7 +34,7 @@ Affirmer understands and acknowledges that Creative Commons is not a party to th
 
 
 
-# NorNE: Norwegian Named Entities (commit: 5e4059dc)
+# NorNE: Norwegian Named Entities (commit: bd311de5)
 
 * Author: Language Technology Group (University of Oslo)
 * URL: https://github.com/ltgoslo/norne

README.md

@@ -14,47 +14,47 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.8454221165
+      value: 0.8218527316
     - name: NER Recall
       type: recall
-      value: 0.8399291199
+      value: 0.8199052133
     - name: NER F Score
       type: f_score
-      value: 0.8426666667
+      value: 0.8208778173
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS Accuracy
       type: accuracy
-      value: 0.9713020031
+      value: 0.9737748271
   - task:
       name: SENTER
       type: token-classification
     metrics:
     - name: SENTER Precision
       type: precision
-      value: 0.9275123558
+      value: 0.9382561535
     - name: SENTER Recall
       type: recall
-      value: 0.9328914664
+      value: 0.9335823993
     - name: SENTER F Score
       type: f_score
-      value: 0.9301941347
+      value: 0.9359134415
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Dependencies Accuracy
       type: accuracy
-      value: 0.8928487837
+      value: 0.8940746182
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Dependencies Accuracy
       type: accuracy
-      value: 0.8928487837
+      value: 0.8940746182
 ---
 ### Details: https://spacy.io/models/nb#nb_core_news_md
 
@@ -63,12 +63,12 @@ Norwegian (Bokmål) pipeline optimized for CPU. Components: tok2vec, morphologiz
 | Feature | Description |
 | --- | --- |
 | **Name** | `nb_core_news_md` |
-| **Version** | `3.1.0` |
-| **spaCy** | `>=3.1.0,<3.2.0` |
+| **Version** | `3.2.0` |
+| **spaCy** | `>=3.2.0,<3.3.0` |
 | **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Components** | `tok2vec`, `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Vectors** | 500000 keys, 20000 unique vectors (300 dimensions) |
-| **Sources** | [UD Norwegian Bokmaal (from NorNE)](https://github.com/UniversalDependencies/UD_Norwegian-Bokmaal) (Øvrelid, Lilja; Jørgensen, Fredrik; Hohle, Petter)<br />[NorNE: Norwegian Named Entities (commit: 5e4059dc)](https://github.com/ltgoslo/norne) (Language Technology Group (University of Oslo))<br />[Norsk Ordbank in Norwegian Bokmål](https://www.nb.no/sprakbanken/show?serial=oai%3Anb.no%3Asbr-5&lang=en) (CLARINO NB - Språkbanken, Nasjonalbiblioteket, Norway)<br />[Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)](https://spacy.io) (Explosion) |
+| **Sources** | [UD Norwegian Bokmaal v2.8](https://github.com/UniversalDependencies/UD_Norwegian-Bokmaal) (Øvrelid, Lilja; Jørgensen, Fredrik; Hohle, Petter)<br />[NorNE: Norwegian Named Entities (commit: bd311de5)](https://github.com/ltgoslo/norne) (Language Technology Group (University of Oslo))<br />[Norsk Ordbank in Norwegian Bokmål](https://www.nb.no/sprakbanken/show?serial=oai%3Anb.no%3Asbr-5&lang=en) (CLARINO NB - Språkbanken, Nasjonalbiblioteket, Norway)<br />[Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)](https://spacy.io) (Explosion) |
 | **License** | `MIT` |
 | **Author** | [Explosion](https://explosion.ai) |
 
@@ -76,14 +76,14 @@ Norwegian (Bokmål) pipeline optimized for CPU. Components: tok2vec, morphologiz
 
 <details>
 
-<summary>View label scheme (245 labels for 4 components)</summary>
+<summary>View label scheme (250 labels for 4 components)</summary>
 
 | Component | Labels |
 | --- | --- |
-| **`morphologizer`** | `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=CCONJ`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=SCONJ`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `POS=PUNCT`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin`, `POS=ADP`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Definite=Def\|Degree=Pos\|Number=Sing\|POS=ADJ`, `POS=PROPN`, `POS=X`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=PRON\|PronType=Rel`, `Mood=Ind\|POS=AUX\|Tense=Pres\|VerbForm=Fin`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Definite=Ind\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Number=Plur\|POS=ADJ\|VerbForm=Part`, `Definite=Ind\|Gender=Fem\|Number=Plur\|POS=NOUN`, `POS=ADV`, `Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Definite=Ind\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `POS=VERB\|VerbForm=Part`, `Definite=Ind\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Definite=Ind\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Degree=Pos\|Number=Plur\|POS=ADJ`, `NumType=Card\|Number=Plur\|POS=NUM`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Acc\|POS=PRON\|PronType=Prs\|Reflex=Yes`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=PART`, `POS=VERB\|VerbForm=Inf`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|POS=AUX\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|POS=PROPN`, `POS=NOUN`, `Gender=Masc\|POS=PROPN`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Abbr=Yes\|POS=PROPN`, `POS=PART\|Polarity=Neg`, `Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Gen\|POS=PROPN`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Degree=Sup\|POS=ADJ`, `Case=Gen\|Gender=Fem\|POS=PROPN`, `Number=Plur\|POS=DET\|PronType=Dem`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Definite=Ind\|Degree=Sup\|POS=ADJ`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Gender=Neut\|POS=PROPN`, `Number=Plur\|POS=DET\|PronType=Int`, `Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Definite=Def\|POS=DET\|PronType=Dem`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Abbr=Yes\|Case=Gen\|POS=PROPN`, `Animacy=Hum\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Degree=Cmp\|POS=ADJ`, `POS=ADJ\|VerbForm=Part`, `Gender=Neut\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Abbr=Yes\|POS=ADP`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `POS=AUX\|VerbForm=Part`, `POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Number=Plur\|POS=PRON\|Person=3\|PronType=Ind,Prs`, `Number=Plur\|POS=DET\|PronType=Ind`, `Degree=Pos\|POS=ADJ`, `Animacy=Hum\|Case=Nom\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `POS=VERB\|VerbForm=Inf\|Voice=Pass`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Animacy=Hum\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Animacy=Hum\|Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Number=Plur\|POS=DET\|Polarity=Neg\|PronType=Neg`, `NumType=Card\|POS=NUM`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `POS=DET\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Gen\|Gender=Neut\|POS=PROPN`, `Gender=Masc\|Number=Sing\|POS=DET\|Polarity=Neg\|PronType=Neg`, `Definite=Def\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Gender=Fem,Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=AUX\|VerbForm=Inf`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Number=Plur\|POS=DET\|PronType=Tot`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Number=Plur\|POS=DET\|PronType=Prs`, `POS=SYM`, `Gender=Neut\|NumType=Card\|Number=Sing\|POS=NUM`, `Animacy=Hum\|Case=Nom\|Number=Sing\|POS=PRON\|PronType=Prs`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Abbr=Yes\|POS=ADV`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Tot`, `Definite=Def\|POS=DET\|PronType=Prs`, `Animacy=Hum\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Neut\|POS=NOUN`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Int`, `Definite=Def\|NumType=Card\|POS=NUM`, `Mood=Imp\|POS=VERB\|VerbForm=Fin`, `Definite=Ind\|Number=Plur\|POS=NOUN`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Tot`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Tot`, `Animacy=Hum\|Case=Acc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Fem,Masc\|Number=Sing\|POS=PRON\|Person=3\|Polarity=Neg\|PronType=Neg,Prs`, `Number=Plur\|POS=PRON\|Person=3\|Polarity=Neg\|PronType=Neg,Prs`, `Definite=Def\|NumType=Card\|Number=Sing\|POS=NUM`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NUM`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Gen\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Animacy=Hum\|Number=Sing\|POS=PRON\|PronType=Art,Prs`, `Mood=Imp\|POS=AUX\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=3\|PronType=Prs,Tot`, `Number=Plur\|POS=ADJ`, `Gender=Masc\|POS=NOUN`, `Abbr=Yes\|POS=NOUN`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Ind,Prs`, `POS=INTJ`, `Animacy=Hum\|Case=Nom\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Animacy=Hum\|Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=NOUN`, `POS=ADJ`, `Animacy=Hum\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Animacy=Hum\|Case=Acc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Number=Sing\|POS=PRON\|Polarity=Neg\|PronType=Neg`, `Case=Gen\|POS=NOUN`, `Definite=Ind\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Masc\|POS=PROPN`, `Animacy=Hum\|Number=Plur\|POS=PRON\|PronType=Rcp`, `Case=Gen\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem,Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Ind,Prs`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Definite=Def\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `NumType=Card\|Number=Sing\|POS=NUM`, `Animacy=Hum\|Case=Acc\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Animacy=Hum\|Case=Nom\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Degree=Sup\|POS=ADJ`, `Animacy=Hum\|POS=PRON\|PronType=Int`, `POS=DET\|PronType=Ind`, `Definite=Def\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|POS=NOUN`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Fem,Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs,Tot`, `Case=Gen\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Gender=Neut\|Number=Sing\|POS=DET\|Polarity=Neg\|PronType=Neg`, `Number=Plur\|POS=NOUN`, `Case=Gen\|Definite=Ind\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Definite=Ind\|Number=Sing\|POS=VERB\|VerbForm=Part`, `Case=Gen\|Definite=Def\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem,Ind`, `Animacy=Hum\|POS=PRON\|Poss=Yes\|PronType=Int`, `Abbr=Yes\|POS=ADJ`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Abbr=Yes\|Definite=Def,Ind\|Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=PRON\|PronType=Prs`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Rcp`, `Definite=Ind\|Degree=Pos\|POS=ADJ`, `Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|NumType=Card\|Number=Plur\|POS=NUM`, `Abbr=Yes\|Definite=Def,Ind\|Gender=Neut\|Number=Plur,Sing\|POS=NOUN`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Tot`, `Abbr=Yes\|Definite=Def,Ind\|Gender=Masc\|Number=Plur,Sing\|POS=NOUN`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Prs`, `Animacy=Hum\|Case=Gen,Nom\|Number=Sing\|POS=PRON\|PronType=Art,Prs`, `Definite=Def\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Hum\|Case=Gen\|Number=Sing\|POS=PRON\|PronType=Art,Prs`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=NUM`, `Definite=Ind\|Gender=Masc\|POS=NOUN`, `Definite=Def\|Number=Plur\|POS=NOUN`, `Number=Sing\|POS=ADJ\|VerbForm=Part`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Abbr=Yes\|Gender=Masc\|POS=NOUN`, `Abbr=Yes\|Case=Gen\|POS=NOUN`, `Abbr=Yes\|Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Abbr=Yes\|Degree=Pos\|POS=ADJ`, `Case=Gen\|Gender=Fem\|POS=NOUN`, `Case=Gen\|Degree=Cmp\|POS=ADJ`, `Definite=Ind\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=NOUN` |
+| **`morphologizer`** | `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=CCONJ`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=SCONJ`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `POS=PUNCT`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin`, `POS=ADP`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Definite=Def\|Degree=Pos\|Number=Sing\|POS=ADJ`, `POS=PROPN`, `POS=X`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=PRON\|PronType=Rel`, `Mood=Ind\|POS=AUX\|Tense=Pres\|VerbForm=Fin`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Definite=Ind\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Number=Plur\|POS=ADJ\|VerbForm=Part`, `Definite=Ind\|Gender=Fem\|Number=Plur\|POS=NOUN`, `POS=ADV`, `Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Definite=Ind\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `POS=VERB\|VerbForm=Part`, `Definite=Ind\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Definite=Ind\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Degree=Pos\|Number=Plur\|POS=ADJ`, `NumType=Card\|Number=Plur\|POS=NUM`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Acc\|POS=PRON\|PronType=Prs\|Reflex=Yes`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=PART`, `POS=VERB\|VerbForm=Inf`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|POS=AUX\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|POS=PROPN`, `POS=NOUN`, `Gender=Masc\|POS=PROPN`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Abbr=Yes\|POS=PROPN`, `POS=PART\|Polarity=Neg`, `Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Gen\|POS=PROPN`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Degree=Sup\|POS=ADJ`, `Case=Gen\|Gender=Fem\|POS=PROPN`, `Number=Plur\|POS=DET\|PronType=Dem`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Definite=Ind\|Degree=Sup\|POS=ADJ`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Gender=Neut\|POS=PROPN`, `Number=Plur\|POS=DET\|PronType=Int`, `Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Definite=Def\|POS=DET\|PronType=Dem`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Abbr=Yes\|Case=Gen\|POS=PROPN`, `Animacy=Hum\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Degree=Cmp\|POS=ADJ`, `POS=ADJ\|VerbForm=Part`, `Gender=Neut\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Abbr=Yes\|POS=ADP`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `POS=AUX\|VerbForm=Part`, `POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Number=Plur\|POS=PRON\|Person=3\|PronType=Ind,Prs`, `Number=Plur\|POS=DET\|PronType=Ind`, `Degree=Pos\|POS=ADJ`, `Animacy=Hum\|Case=Nom\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `POS=VERB\|VerbForm=Inf\|Voice=Pass`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Animacy=Hum\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Animacy=Hum\|Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Number=Plur\|POS=DET\|Polarity=Neg\|PronType=Neg`, `NumType=Card\|POS=NUM`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `POS=DET\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Gen\|Gender=Neut\|POS=PROPN`, `Gender=Masc\|Number=Sing\|POS=DET\|Polarity=Neg\|PronType=Neg`, `Definite=Def\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Gender=Fem,Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=AUX\|VerbForm=Inf`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Number=Plur\|POS=DET\|PronType=Tot`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Number=Plur\|POS=DET\|PronType=Prs`, `POS=SYM`, `Gender=Neut\|NumType=Card\|Number=Sing\|POS=NUM`, `Animacy=Hum\|Case=Nom\|Number=Sing\|POS=PRON\|PronType=Prs`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Abbr=Yes\|POS=ADV`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Tot`, `Definite=Def\|POS=DET\|PronType=Prs`, `Animacy=Hum\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Neut\|POS=NOUN`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Int`, `Definite=Def\|NumType=Card\|POS=NUM`, `Mood=Imp\|POS=VERB\|VerbForm=Fin`, `Definite=Ind\|Number=Plur\|POS=NOUN`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Tot`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Tot`, `Animacy=Hum\|Case=Acc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Fem,Masc\|Number=Sing\|POS=PRON\|Person=3\|Polarity=Neg\|PronType=Neg,Prs`, `Number=Plur\|POS=PRON\|Person=3\|Polarity=Neg\|PronType=Neg,Prs`, `Definite=Def\|NumType=Card\|Number=Sing\|POS=NUM`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NUM`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Gen\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Animacy=Hum\|Number=Sing\|POS=PRON\|PronType=Art,Prs`, `Mood=Imp\|POS=AUX\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=3\|PronType=Prs,Tot`, `Number=Plur\|POS=ADJ`, `Gender=Masc\|POS=NOUN`, `Abbr=Yes\|POS=NOUN`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Ind,Prs`, `POS=INTJ`, `Animacy=Hum\|Case=Nom\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Animacy=Hum\|Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=NOUN`, `POS=ADJ`, `Animacy=Hum\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Animacy=Hum\|Case=Acc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Number=Sing\|POS=PRON\|Polarity=Neg\|PronType=Neg`, `Case=Gen\|POS=NOUN`, `Definite=Ind\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Masc\|POS=PROPN`, `Animacy=Hum\|Number=Plur\|POS=PRON\|PronType=Rcp`, `Case=Gen\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem,Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Ind,Prs`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Definite=Def\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `NumType=Card\|Number=Sing\|POS=NUM`, `Animacy=Hum\|Case=Acc\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Animacy=Hum\|Case=Nom\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Degree=Sup\|POS=ADJ`, `Animacy=Hum\|POS=PRON\|PronType=Int`, `POS=DET\|PronType=Ind`, `Definite=Def\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|POS=NOUN`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Fem,Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs,Tot`, `Case=Gen\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Gender=Neut\|Number=Sing\|POS=DET\|Polarity=Neg\|PronType=Neg`, `Number=Plur\|POS=NOUN`, `POS=PRON\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Definite=Ind\|Number=Sing\|POS=VERB\|VerbForm=Part`, `Case=Gen\|Definite=Def\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem,Ind`, `Animacy=Hum\|POS=PRON\|Poss=Yes\|PronType=Int`, `Abbr=Yes\|POS=ADJ`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Abbr=Yes\|Definite=Def,Ind\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Rcp`, `Definite=Ind\|Degree=Pos\|POS=ADJ`, `Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|NumType=Card\|Number=Plur\|POS=NUM`, `Abbr=Yes\|Definite=Def,Ind\|Gender=Neut\|Number=Plur,Sing\|POS=NOUN`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Tot`, `Abbr=Yes\|Definite=Def,Ind\|Gender=Masc\|Number=Plur,Sing\|POS=NOUN`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Prs`, `Animacy=Hum\|Case=Gen,Nom\|Number=Sing\|POS=PRON\|PronType=Art,Prs`, `Definite=Def\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Hum\|Case=Gen\|Number=Sing\|POS=PRON\|PronType=Art,Prs`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=NUM`, `Definite=Ind\|Gender=Masc\|POS=NOUN`, `Definite=Def\|Number=Plur\|POS=NOUN`, `Number=Sing\|POS=ADJ\|VerbForm=Part`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Abbr=Yes\|Gender=Masc\|POS=NOUN`, `Abbr=Yes\|Case=Gen\|POS=NOUN`, `Abbr=Yes\|Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Abbr=Yes\|Degree=Pos\|POS=ADJ`, `Case=Gen\|Gender=Fem\|POS=NOUN`, `Case=Gen\|Degree=Cmp\|POS=ADJ`, `Definite=Ind\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=NOUN` |
 | **`parser`** | `ROOT`, `acl`, `acl:cleft`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `compound`, `compound:prt`, `conj`, `cop`, `csubj`, `dep`, `det`, `discourse`, `expl`, `flat:foreign`, `flat:name`, `iobj`, `mark`, `nmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `orphan`, `parataxis`, `punct`, `xcomp` |
 | **`senter`** | `I`, `S` |
-| **`ner`** | `LOC`, `MISC`, `ORG`, `PER` |
+| **`ner`** | `DRV`, `EVT`, `GPE_LOC`, `GPE_ORG`, `LOC`, `MISC`, `ORG`, `PER`, `PROD` |
 
 </details>
 
@@ -92,15 +92,21 @@ Norwegian (Bokmål) pipeline optimized for CPU. Components: tok2vec, morphologiz
 | Type | Score |
 | --- | --- |
 | `TOKEN_ACC` | 99.90 |
-| `TAG_ACC` | 97.13 |
-| `POS_ACC` | 97.25 |
-| `MORPH_ACC` | 95.85 |
-| `LEMMA_ACC` | 76.71 |
-| `DEP_UAS` | 89.28 |
-| `DEP_LAS` | 86.30 |
-| `ENTS_P` | 84.54 |
-| `ENTS_R` | 83.99 |
-| `ENTS_F` | 84.27 |
-| `SENTS_P` | 92.75 |
-| `SENTS_R` | 93.29 |
-| `SENTS_F` | 93.02 |
+| `TOKEN_P` | 99.71 |
+| `TOKEN_R` | 99.53 |
+| `TOKEN_F` | 99.62 |
+| `POS_ACC` | 97.38 |
+| `MORPH_ACC` | 95.96 |
+| `MORPH_MICRO_P` | 97.70 |
+| `MORPH_MICRO_R` | 96.82 |
+| `MORPH_MICRO_F` | 97.26 |
+| `SENTS_P` | 93.83 |
+| `SENTS_R` | 93.36 |
+| `SENTS_F` | 93.59 |
+| `DEP_UAS` | 89.41 |
+| `DEP_LAS` | 86.32 |
+| `TAG_ACC` | 97.38 |
+| `LEMMA_ACC` | 76.73 |
+| `ENTS_P` | 82.19 |
+| `ENTS_R` | 81.99 |
+| `ENTS_F` | 82.09 |

accuracy.json

@@ -1,68 +1,63 @@
 {
   "token_acc": 0.9990350152,
-  "tag_acc": 0.9713020031,
-  "pos_acc": 0.9725329219,
-  "morph_acc": 0.9585353758,
-  "lemma_acc": 0.7670927222,
-  "dep_uas": 0.8928487837,
-  "dep_las": 0.8629696667,
-  "ents_p": 0.8454221165,
-  "ents_r": 0.8399291199,
-  "ents_f": 0.8426666667,
-  "sents_p": 0.9275123558,
-  "sents_r": 0.9328914664,
-  "sents_f": 0.9301941347,
-  "speed": 11023.0847447595,
+  "token_p": 0.997080292,
+  "token_r": 0.9953256895,
+  "token_f": 0.9962022181,
+  "pos_acc": 0.9737748271,
+  "morph_acc": 0.9595977684,
+  "morph_micro_p": 0.9769668012,
+  "morph_micro_r": 0.9681933219,
+  "morph_micro_f": 0.9725602755,
   "morph_per_feat": {
     "Definite": {
-      "p": 0.9795308188,
-      "r": 0.9660882386,
-      "f": 0.9727630903
+      "p": 0.9818495118,
+      "r": 0.9693773392,
+      "f": 0.9755735647
     },
     "Gender": {
-      "p": 0.9482346187,
-      "r": 0.9399601631,
-      "f": 0.9440792607
+      "p": 0.9502582743,
+      "r": 0.9422365551,
+      "f": 0.9462304139
     },
     "Number": {
-      "p": 0.9761269276,
-      "r": 0.9646127921,
-      "f": 0.970335704
+      "p": 0.9771094155,
+      "r": 0.9663711627,
+      "f": 0.9717106233
     },
     "Mood": {
-      "p": 0.9869149472,
-      "r": 0.9807451863,
-      "f": 0.9838203938
+      "p": 0.9871439375,
+      "r": 0.9792448112,
+      "f": 0.9831785087
     },
     "Tense": {
-      "p": 0.9878511769,
-      "r": 0.9828758499,
-      "f": 0.985357233
+      "p": 0.9875949367,
+      "r": 0.9823721984,
+      "f": 0.9849766444
     },
     "VerbForm": {
-      "p": 0.9754420432,
-      "r": 0.9709908735,
-      "f": 0.9732113688
+      "p": 0.9757853403,
+      "r": 0.9719687093,
+      "f": 0.9738732854
     },
     "Degree": {
-      "p": 0.9651844192,
-      "r": 0.9618687736,
-      "f": 0.963523744
+      "p": 0.9693209238,
+      "r": 0.9659910684,
+      "f": 0.9676531315
     },
     "PronType": {
-      "p": 0.9913363656,
-      "r": 0.9872735116,
-      "f": 0.9893007673
+      "p": 0.992202729,
+      "r": 0.9881363244,
+      "f": 0.9901653518
     },
     "Poss": {
-      "p": 0.9803921569,
-      "r": 0.9881422925,
-      "f": 0.9842519685
+      "p": 0.9881889764,
+      "r": 0.9920948617,
+      "f": 0.9901380671
     },
     "Case": {
-      "p": 0.9944134078,
-      "r": 0.9856035437,
-      "f": 0.9899888765
+      "p": 0.9949608063,
+      "r": 0.9839424142,
+      "f": 0.9894209354
     },
     "Reflex": {
       "p": 1.0,
@@ -70,19 +65,19 @@
       "f": 1.0
     },
     "NumType": {
-      "p": 0.9977477477,
-      "r": 0.9115226337,
-      "f": 0.952688172
+      "p": 0.997752809,
+      "r": 0.9135802469,
+      "f": 0.9538131042
     },
     "Polarity": {
-      "p": 0.9968454259,
+      "p": 1.0,
       "r": 1.0,
-      "f": 0.9984202212
+      "f": 1.0
     },
     "Person": {
-      "p": 0.9919278253,
-      "r": 0.9914570479,
-      "f": 0.9916923807
+      "p": 0.9942829919,
+      "r": 0.990507831,
+      "f": 0.9923918212
     },
     "Animacy": {
       "p": 0.9982949702,
@@ -90,243 +85,259 @@
       "f": 0.9978696208
     },
     "Voice": {
-      "p": 0.9481481481,
-      "r": 0.9275362319,
-      "f": 0.9377289377
+      "p": 0.928057554,
+      "r": 0.9347826087,
+      "f": 0.9314079422
     },
     "Abbr": {
-      "p": 0.9856115108,
-      "r": 0.85625,
-      "f": 0.9163879599
+      "p": 0.9925925926,
+      "r": 0.8375,
+      "f": 0.9084745763
     }
   },
+  "sents_p": 0.9382561535,
+  "sents_r": 0.9335823993,
+  "sents_f": 0.9359134415,
+  "dep_uas": 0.8940746182,
+  "dep_las": 0.863198037,
   "dep_las_per_type": {
     "nmod": {
-      "p": 0.791230893,
-      "r": 0.805817288,
-      "f": 0.7984574792
+      "p": 0.7887550201,
+      "r": 0.8059089044,
+      "f": 0.7972396996
     },
     "nsubj": {
-      "p": 0.8978125,
-      "r": 0.884544335,
-      "f": 0.8911290323
+      "p": 0.8971410814,
+      "r": 0.8896764253,
+      "f": 0.8933931611
     },
     "flat:name": {
-      "p": 0.8628659476,
-      "r": 0.9032258065,
-      "f": 0.8825847124
+      "p": 0.8869426752,
+      "r": 0.8969404187,
+      "f": 0.8919135308
     },
     "root": {
-      "p": 0.9039101498,
-      "r": 0.9001657001,
-      "f": 0.902034039
+      "p": 0.9125156969,
+      "r": 0.904939809,
+      "f": 0.9087119633
     },
     "advmod": {
-      "p": 0.8374642517,
-      "r": 0.8422818792,
-      "f": 0.8398661568
+      "p": 0.8320610687,
+      "r": 0.8368522073,
+      "f": 0.8344497608
     },
     "mark": {
-      "p": 0.922863485,
-      "r": 0.924916574,
-      "f": 0.9238888889
+      "p": 0.9230769231,
+      "r": 0.9276974416,
+      "f": 0.9253814147
     },
     "advcl": {
-      "p": 0.7326203209,
-      "r": 0.704974271,
-      "f": 0.7185314685
+      "p": 0.6876061121,
+      "r": 0.6946826758,
+      "f": 0.6911262799
     },
     "obj": {
-      "p": 0.8860606061,
-      "r": 0.9069478908,
-      "f": 0.8963825874
+      "p": 0.8840315726,
+      "r": 0.9032258065,
+      "f": 0.8935256214
     },
     "case": {
-      "p": 0.9372894532,
-      "r": 0.9322164948,
-      "f": 0.9347460912
+      "p": 0.9392838609,
+      "r": 0.9341935484,
+      "f": 0.9367317894
     },
     "det": {
-      "p": 0.9690851735,
-      "r": 0.9709228824,
-      "f": 0.9700031576
+      "p": 0.9620972836,
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+      "f": 0.9630098008
     },
     "obl": {
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+      "r": 0.742081448,
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     },
     "aux": {
-      "p": 0.9434977578,
-      "r": 0.9503161698,
-      "f": 0.9468946895
+      "p": 0.944593387,
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+      "f": 0.9505395683
     },
     "acl:relcl": {
-      "p": 0.8167420814,
-      "r": 0.8130630631,
-      "f": 0.8148984199
+      "p": 0.8181818182,
+      "r": 0.8310810811,
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     },
     "iobj": {
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-      "r": 0.7045454545,
-      "f": 0.7654320988
+      "p": 0.7733333333,
+      "r": 0.6590909091,
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     },
     "xcomp": {
-      "p": 0.7213483146,
-      "r": 0.7278911565,
-      "f": 0.7246049661
+      "p": 0.7207207207,
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     },
     "cc": {
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     },
     "conj": {
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     },
     "amod": {
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-      "r": 0.9310344828,
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     },
     "nummod": {
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-      "r": 0.9510204082,
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     },
     "compound:prt": {
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     },
     "cop": {
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-      "r": 0.8726190476,
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     },
     "appos": {
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     },
     "ccomp": {
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-      "r": 0.8897637795,
-      "f": 0.8464419476
+      "p": 0.8265682657,
+      "r": 0.8818897638,
+      "f": 0.8533333333
+    },
+    "acl": {
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+      "f": 0.6394849785
     },
     "expl": {
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     },
     "csubj": {
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     },
     "nsubj:pass": {
-      "p": 0.9166666667,
-      "r": 0.8148148148,
-      "f": 0.862745098
+      "p": 0.87,
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     },
     "aux:pass": {
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-    },
-    "acl": {
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-      "r": 0.6370967742,
-      "f": 0.6345381526
+      "p": 0.9406779661,
+      "r": 0.925,
+      "f": 0.9327731092
     },
     "acl:cleft": {
-      "p": 0.4615384615,
-      "r": 0.4444444444,
-      "f": 0.4528301887
+      "p": 0.55,
+      "r": 0.4074074074,
+      "f": 0.4680851064
     },
     "orphan": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
+    "parataxis": {
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+      "r": 0.6595744681,
+      "f": 0.7402985075
+    },
     "dep": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
-    "parataxis": {
-      "p": 0.8310810811,
-      "r": 0.6507936508,
-      "f": 0.7299703264
-    },
-    "goeswith": {
+    "reparandum": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
     "compound": {
-      "p": 0.8571428571,
-      "r": 0.2553191489,
-      "f": 0.393442623
+      "p": 0.9,
+      "r": 0.2195121951,
+      "f": 0.3529411765
     },
     "flat:foreign": {
-      "p": 0.75,
-      "r": 0.5806451613,
-      "f": 0.6545454545
+      "p": 0.7666666667,
+      "r": 0.7419354839,
+      "f": 0.7540983607
     },
     "discourse": {
-      "p": 0.75,
-      "r": 0.3913043478,
-      "f": 0.5142857143
+      "p": 0.7142857143,
+      "r": 0.2173913043,
+      "f": 0.3333333333
     },
     "csubj:pass": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
-    },
-    "neg": {
-      "p": 0.0,
-      "r": 0.0,
-      "f": 0.0
-    },
-    "dobj": {
-      "p": 0.0,
-      "r": 0.0,
-      "f": 0.0
-    },
-    "name": {
-      "p": 0.0,
-      "r": 0.0,
-      "f": 0.0
     }
   },
+  "tag_acc": 0.9737748271,
+  "lemma_acc": 0.7673406424,
+  "ents_p": 0.8218527316,
+  "ents_r": 0.8199052133,
+  "ents_f": 0.8208778173,
   "ents_per_type": {
     "PER": {
-      "p": 0.9149277689,
-      "r": 0.931372549,
-      "f": 0.9230769231
+      "p": 0.8969404187,
+      "r": 0.9116202946,
+      "f": 0.9042207792
     },
-    "MISC": {
-      "p": 0.6880733945,
-      "r": 0.6,
-      "f": 0.641025641
+    "PROD": {
+      "p": 0.6330935252,
+      "r": 0.5432098765,
+      "f": 0.584717608
     },
-    "LOC": {
-      "p": 0.8926553672,
-      "r": 0.8586956522,
-      "f": 0.8753462604
+    "GPE_LOC": {
+      "p": 0.8631178707,
+      "r": 0.8764478764,
+      "f": 0.8697318008
+    },
+    "DRV": {
+      "p": 0.7222222222,
+      "r": 0.6582278481,
+      "f": 0.6887417219
     },
     "ORG": {
-      "p": 0.7926078029,
-      "r": 0.8391304348,
-      "f": 0.8152059134
+      "p": 0.8167053364,
+      "r": 0.8712871287,
+      "f": 0.8431137725
     },
-    "GPE_LOC": {
+    "LOC": {
+      "p": 0.7263157895,
+      "r": 0.6330275229,
+      "f": 0.6764705882
+    },
+    "EVT": {
+      "p": 0.5,
+      "r": 0.4444444444,
+      "f": 0.4705882353
+    },
+    "GPE_ORG": {
+      "p": 0.6481481481,
+      "r": 0.6363636364,
+      "f": 0.6422018349
+    },
+    "MISC": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     }
-  }
+  },
+  "speed": 9935.8630230533
 }

config.cfg

@@ -1,10 +1,8 @@
 [paths]
-train = "corpus/nb-core-news/train.spacy"
-dev = "corpus/nb-core-news/dev.spacy"
-vectors = "corpus/nb_vectors"
-raw = null
+train = null
+dev = null
+vectors = null
 init_tok2vec = null
-vocab_data = null
 
 [system]
 gpu_allocator = null
@@ -24,6 +22,7 @@ tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
 
 [components.attribute_ruler]
 factory = "attribute_ruler"
+scorer = {"@scorers":"spacy.attribute_ruler_scorer.v1"}
 validate = false
 
 [components.lemmatizer]
@@ -31,9 +30,13 @@ factory = "lemmatizer"
 mode = "rule"
 model = null
 overwrite = false
+scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
 
 [components.morphologizer]
 factory = "morphologizer"
+extend = false
+overwrite = true
+scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
 
 [components.morphologizer.model]
 @architectures = "spacy.Tagger.v1"
@@ -48,6 +51,7 @@ upstream = "tok2vec"
 factory = "ner"
 incorrect_spans_key = null
 moves = null
+scorer = {"@scorers":"spacy.ner_scorer.v1"}
 update_with_oracle_cut_size = 100
 
 [components.ner.model]
@@ -65,8 +69,8 @@ nO = null
 [components.ner.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 96
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
-rows = [5000,2500,2500,2500]
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [5000,2500,2500,2500,100]
 include_static_vectors = true
 
 [components.ner.model.tok2vec.encode]
@@ -81,6 +85,7 @@ factory = "parser"
 learn_tokens = false
 min_action_freq = 30
 moves = null
+scorer = {"@scorers":"spacy.parser_scorer.v1"}
 update_with_oracle_cut_size = 100
 
 [components.parser.model]
@@ -99,6 +104,8 @@ upstream = "tok2vec"
 
 [components.senter]
 factory = "senter"
+overwrite = false
+scorer = {"@scorers":"spacy.senter_scorer.v1"}
 
 [components.senter.model]
 @architectures = "spacy.Tagger.v1"
@@ -110,8 +117,8 @@ nO = null
 [components.senter.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 16
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
-rows = [1000,500,500,500]
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [1000,500,500,500,50]
 include_static_vectors = true
 
 [components.senter.model.tok2vec.encode]
@@ -130,8 +137,8 @@ factory = "tok2vec"
 [components.tok2vec.model.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = ${components.tok2vec.model.encode:width}
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
-rows = [5000,2500,2500,2500]
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [5000,2500,2500,2500,100]
 include_static_vectors = true
 
 [components.tok2vec.model.encode]
@@ -145,22 +152,19 @@ maxout_pieces = 3
 
 [corpora.dev]
 @readers = "spacy.Corpus.v1"
-limit = 0
-max_length = 0
-path = ${paths:dev}
+path = ${paths.dev}
 gold_preproc = false
+max_length = 0
+limit = 0
 augmenter = null
 
 [corpora.train]
 @readers = "spacy.Corpus.v1"
-path = ${paths:train}
-max_length = 5000
+path = ${paths.train}
 gold_preproc = false
+max_length = 0
 limit = 0
-
-[corpora.train.augmenter]
-@augmenters = "spacy.lower_case.v1"
-level = 0.1
+augmenter = null
 
 [training]
 train_corpus = "corpora.train"
@@ -191,9 +195,8 @@ compound = 1.001
 t = 0.0
 
 [training.logger]
-@loggers = "spacy.WandbLogger.v1"
-project_name = "spacy-v3.0.0a2"
-remove_config_values = []
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
 
 [training.optimizer]
 @optimizers = "Adam.v1"
@@ -216,16 +219,17 @@ dep_las_per_type = null
 sents_p = null
 sents_r = null
 sents_f = 0.02
-lemma_acc = 0.33
-ents_f = 0.33
+lemma_acc = 0.5
+ents_f = 0.16
 ents_p = 0.0
 ents_r = 0.0
 ents_per_type = null
+speed = 0.0
 
 [pretraining]
 
 [initialize]
-vocab_data = ${paths.vocab_data}
+vocab_data = null
 vectors = ${paths.vectors}
 init_tok2vec = ${paths.init_tok2vec}
 before_init = null

meta.json

@@ -1,14 +1,14 @@
 {
   "lang":"nb",
   "name":"core_news_md",
-  "version":"3.1.0",
+  "version":"3.2.0",
   "description":"Norwegian (Bokm\u00e5l) pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.",
   "author":"Explosion",
   "email":"contact@explosion.ai",
   "url":"https://explosion.ai",
   "license":"MIT",
-  "spacy_version":">=3.1.0,<3.2.0",
-  "spacy_git_version":"caba63b74",
+  "spacy_version":">=3.2.0,<3.3.0",
+  "spacy_git_version":"bb26550e2",
   "vectors":{
     "width":300,
     "vectors":20000,
@@ -185,6 +185,7 @@
       "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN",
       "Gender=Neut|Number=Sing|POS=DET|Polarity=Neg|PronType=Neg",
       "Number=Plur|POS=NOUN",
+      "POS=PRON|PronType=Prs",
       "Case=Gen|Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ",
       "Definite=Ind|Number=Sing|POS=VERB|VerbForm=Part",
       "Case=Gen|Definite=Def|Number=Sing|POS=ADJ|VerbForm=Part",
@@ -194,7 +195,6 @@
       "Abbr=Yes|POS=ADJ",
       "Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
       "Abbr=Yes|Definite=Def,Ind|Gender=Masc|Number=Sing|POS=NOUN",
-      "POS=PRON|PronType=Prs",
       "Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
       "Number=Plur|POS=PRON|Poss=Yes|PronType=Rcp",
       "Definite=Ind|Degree=Pos|POS=ADJ",
@@ -273,10 +273,15 @@
 
     ],
     "ner":[
+      "DRV",
+      "EVT",
+      "GPE_LOC",
+      "GPE_ORG",
       "LOC",
       "MISC",
       "ORG",
-      "PER"
+      "PER",
+      "PROD"
     ]
   },
   "pipeline":[
@@ -301,69 +306,64 @@
   ],
   "performance":{
     "token_acc":0.9990350152,
-    "tag_acc":0.9713020031,
-    "pos_acc":0.9725329219,
-    "morph_acc":0.9585353758,
-    "lemma_acc":0.7670927222,
-    "dep_uas":0.8928487837,
-    "dep_las":0.8629696667,
-    "ents_p":0.8454221165,
-    "ents_r":0.8399291199,
-    "ents_f":0.8426666667,
-    "sents_p":0.9275123558,
-    "sents_r":0.9328914664,
-    "sents_f":0.9301941347,
-    "speed":11023.0847447595,
+    "token_p":0.997080292,
+    "token_r":0.9953256895,
+    "token_f":0.9962022181,
+    "pos_acc":0.9737748271,
+    "morph_acc":0.9595977684,
+    "morph_micro_p":0.9769668012,
+    "morph_micro_r":0.9681933219,
+    "morph_micro_f":0.9725602755,
     "morph_per_feat":{
       "Definite":{
-        "p":0.9795308188,
-        "r":0.9660882386,
-        "f":0.9727630903
+        "p":0.9818495118,
+        "r":0.9693773392,
+        "f":0.9755735647
       },
       "Gender":{
-        "p":0.9482346187,
-        "r":0.9399601631,
-        "f":0.9440792607
+        "p":0.9502582743,
+        "r":0.9422365551,
+        "f":0.9462304139
       },
       "Number":{
-        "p":0.9761269276,
-        "r":0.9646127921,
-        "f":0.970335704
+        "p":0.9771094155,
+        "r":0.9663711627,
+        "f":0.9717106233
       },
       "Mood":{
-        "p":0.9869149472,
-        "r":0.9807451863,
-        "f":0.9838203938
+        "p":0.9871439375,
+        "r":0.9792448112,
+        "f":0.9831785087
       },
       "Tense":{
-        "p":0.9878511769,
-        "r":0.9828758499,
-        "f":0.985357233
+        "p":0.9875949367,
+        "r":0.9823721984,
+        "f":0.9849766444
       },
       "VerbForm":{
-        "p":0.9754420432,
-        "r":0.9709908735,
-        "f":0.9732113688
+        "p":0.9757853403,
+        "r":0.9719687093,
+        "f":0.9738732854
       },
       "Degree":{
-        "p":0.9651844192,
-        "r":0.9618687736,
-        "f":0.963523744
+        "p":0.9693209238,
+        "r":0.9659910684,
+        "f":0.9676531315
       },
       "PronType":{
-        "p":0.9913363656,
-        "r":0.9872735116,
-        "f":0.9893007673
+        "p":0.992202729,
+        "r":0.9881363244,
+        "f":0.9901653518
       },
       "Poss":{
-        "p":0.9803921569,
-        "r":0.9881422925,
-        "f":0.9842519685
+        "p":0.9881889764,
+        "r":0.9920948617,
+        "f":0.9901380671
       },
       "Case":{
-        "p":0.9944134078,
-        "r":0.9856035437,
-        "f":0.9899888765
+        "p":0.9949608063,
+        "r":0.9839424142,
+        "f":0.9894209354
       },
       "Reflex":{
         "p":1.0,
@@ -371,19 +371,19 @@
         "f":1.0
       },
       "NumType":{
-        "p":0.9977477477,
-        "r":0.9115226337,
-        "f":0.952688172
+        "p":0.997752809,
+        "r":0.9135802469,
+        "f":0.9538131042
       },
       "Polarity":{
-        "p":0.9968454259,
+        "p":1.0,
         "r":1.0,
-        "f":0.9984202212
+        "f":1.0
       },
       "Person":{
-        "p":0.9919278253,
-        "r":0.9914570479,
-        "f":0.9916923807
+        "p":0.9942829919,
+        "r":0.990507831,
+        "f":0.9923918212
       },
       "Animacy":{
         "p":0.9982949702,
@@ -391,255 +391,271 @@
         "f":0.9978696208
       },
       "Voice":{
-        "p":0.9481481481,
-        "r":0.9275362319,
-        "f":0.9377289377
+        "p":0.928057554,
+        "r":0.9347826087,
+        "f":0.9314079422
       },
       "Abbr":{
-        "p":0.9856115108,
-        "r":0.85625,
-        "f":0.9163879599
+        "p":0.9925925926,
+        "r":0.8375,
+        "f":0.9084745763
       }
     },
+    "sents_p":0.9382561535,
+    "sents_r":0.9335823993,
+    "sents_f":0.9359134415,
+    "dep_uas":0.8940746182,
+    "dep_las":0.863198037,
     "dep_las_per_type":{
       "nmod":{
-        "p":0.791230893,
-        "r":0.805817288,
-        "f":0.7984574792
+        "p":0.7887550201,
+        "r":0.8059089044,
+        "f":0.7972396996
       },
       "nsubj":{
-        "p":0.8978125,
-        "r":0.884544335,
-        "f":0.8911290323
+        "p":0.8971410814,
+        "r":0.8896764253,
+        "f":0.8933931611
       },
       "flat:name":{
-        "p":0.8628659476,
-        "r":0.9032258065,
-        "f":0.8825847124
+        "p":0.8869426752,
+        "r":0.8969404187,
+        "f":0.8919135308
       },
       "root":{
-        "p":0.9039101498,
-        "r":0.9001657001,
-        "f":0.902034039
+        "p":0.9125156969,
+        "r":0.904939809,
+        "f":0.9087119633
       },
       "advmod":{
-        "p":0.8374642517,
-        "r":0.8422818792,
-        "f":0.8398661568
+        "p":0.8320610687,
+        "r":0.8368522073,
+        "f":0.8344497608
       },
       "mark":{
-        "p":0.922863485,
-        "r":0.924916574,
-        "f":0.9238888889
+        "p":0.9230769231,
+        "r":0.9276974416,
+        "f":0.9253814147
       },
       "advcl":{
-        "p":0.7326203209,
-        "r":0.704974271,
-        "f":0.7185314685
+        "p":0.6876061121,
+        "r":0.6946826758,
+        "f":0.6911262799
       },
       "obj":{
-        "p":0.8860606061,
-        "r":0.9069478908,
-        "f":0.8963825874
+        "p":0.8840315726,
+        "r":0.9032258065,
+        "f":0.8935256214
       },
       "case":{
-        "p":0.9372894532,
-        "r":0.9322164948,
-        "f":0.9347460912
+        "p":0.9392838609,
+        "r":0.9341935484,
+        "f":0.9367317894
       },
       "det":{
-        "p":0.9690851735,
-        "r":0.9709228824,
-        "f":0.9700031576
+        "p":0.9620972836,
+        "r":0.9639240506,
+        "f":0.9630098008
       },
       "obl":{
-        "p":0.769015399,
-        "r":0.7457013575,
-        "f":0.757178957
+        "p":0.7743153919,
+        "r":0.742081448,
+        "f":0.7578558226
       },
       "aux":{
-        "p":0.9434977578,
-        "r":0.9503161698,
-        "f":0.9468946895
+        "p":0.944593387,
+        "r":0.956561086,
+        "f":0.9505395683
       },
       "acl:relcl":{
-        "p":0.8167420814,
-        "r":0.8130630631,
-        "f":0.8148984199
+        "p":0.8181818182,
+        "r":0.8310810811,
+        "f":0.8245810056
       },
       "iobj":{
-        "p":0.8378378378,
-        "r":0.7045454545,
-        "f":0.7654320988
+        "p":0.7733333333,
+        "r":0.6590909091,
+        "f":0.7116564417
       },
       "xcomp":{
-        "p":0.7213483146,
-        "r":0.7278911565,
-        "f":0.7246049661
+        "p":0.7207207207,
+        "r":0.7256235828,
+        "f":0.7231638418
       },
       "cc":{
-        "p":0.9218870843,
-        "r":0.9183359014,
-        "f":0.9201080664
+        "p":0.9210526316,
+        "r":0.9175019275,
+        "f":0.9192738509
       },
       "conj":{
-        "p":0.7308238636,
-        "r":0.7461928934,
-        "f":0.7384284177
+        "p":0.7171787709,
+        "r":0.7458242556,
+        "f":0.7312210751
       },
       "amod":{
-        "p":0.9412844037,
-        "r":0.9310344828,
-        "f":0.9361313869
+        "p":0.9471094711,
+        "r":0.9327680194,
+        "f":0.9398840403
       },
       "nummod":{
-        "p":0.9471544715,
-        "r":0.9510204082,
-        "f":0.9490835031
+        "p":0.8905660377,
+        "r":0.9632653061,
+        "f":0.9254901961
       },
       "compound:prt":{
-        "p":0.8287937743,
-        "r":0.7661870504,
-        "f":0.7962616822
+        "p":0.8060836502,
+        "r":0.7653429603,
+        "f":0.7851851852
       },
       "cop":{
-        "p":0.8684834123,
-        "r":0.8726190476,
-        "f":0.8705463183
+        "p":0.8583138173,
+        "r":0.873659118,
+        "f":0.8659184879
       },
       "appos":{
-        "p":0.3164556962,
-        "r":0.25,
-        "f":0.2793296089
+        "p":0.375,
+        "r":0.21,
+        "f":0.2692307692
       },
       "ccomp":{
-        "p":0.8071428571,
-        "r":0.8897637795,
-        "f":0.8464419476
+        "p":0.8265682657,
+        "r":0.8818897638,
+        "f":0.8533333333
+      },
+      "acl":{
+        "p":0.6834862385,
+        "r":0.6008064516,
+        "f":0.6394849785
       },
       "expl":{
-        "p":0.7417721519,
-        "r":0.7918918919,
-        "f":0.7660130719
+        "p":0.7384615385,
+        "r":0.7783783784,
+        "f":0.7578947368
       },
       "csubj":{
-        "p":0.7666666667,
-        "r":0.6715328467,
-        "f":0.7159533074
+        "p":0.7086614173,
+        "r":0.6569343066,
+        "f":0.6818181818
       },
       "nsubj:pass":{
-        "p":0.9166666667,
-        "r":0.8148148148,
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-      "name":"UD Norwegian Bokmaal (from NorNE)",
+      "name":"UD Norwegian Bokmaal v2.8",
       "url":"https://github.com/UniversalDependencies/UD_Norwegian-Bokmaal",
       "license":"Public Domain (CC0)",
       "author":"\u00d8vrelid, Lilja; J\u00f8rgensen, Fredrik; Hohle, Petter"
     },
     {
-      "name":"NorNE: Norwegian Named Entities (commit: 5e4059dc)",
+      "name":"NorNE: Norwegian Named Entities (commit: bd311de5)",
       "url":"https://github.com/ltgoslo/norne",
       "license":"Public Domain (CC0)",
       "author":"Language Technology Group (University of Oslo)"

morphologizer/cfg

@@ -1,4 +1,5 @@
 {
+  "extend":false,
   "labels_morph":{
     "Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Definite=Ind|Gender=Neut|Number=Sing",
     "POS=CCONJ":"",
@@ -165,6 +166,7 @@
     "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Fem|Number=Plur",
     "Gender=Neut|Number=Sing|POS=DET|Polarity=Neg|PronType=Neg":"Gender=Neut|Number=Sing|Polarity=Neg|PronType=Neg",
     "Number=Plur|POS=NOUN":"Number=Plur",
+    "POS=PRON|PronType=Prs":"PronType=Prs",
     "Case=Gen|Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ":"Case=Gen|Definite=Ind|Degree=Pos|Number=Sing",
     "Definite=Ind|Number=Sing|POS=VERB|VerbForm=Part":"Definite=Ind|Number=Sing|VerbForm=Part",
     "Case=Gen|Definite=Def|Number=Sing|POS=ADJ|VerbForm=Part":"Case=Gen|Definite=Def|Number=Sing|VerbForm=Part",
@@ -174,7 +176,6 @@
     "Abbr=Yes|POS=ADJ":"Abbr=Yes",
     "Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Case=Gen|Gender=Masc|Number=Sing|PronType=Art",
     "Abbr=Yes|Definite=Def,Ind|Gender=Masc|Number=Sing|POS=NOUN":"Abbr=Yes|Definite=Def,Ind|Gender=Masc|Number=Sing",
-    "POS=PRON|PronType=Prs":"PronType=Prs",
     "Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem":"Case=Gen|Gender=Fem|Number=Sing|PronType=Dem",
     "Number=Plur|POS=PRON|Poss=Yes|PronType=Rcp":"Number=Plur|Poss=Yes|PronType=Rcp",
     "Definite=Ind|Degree=Pos|POS=ADJ":"Definite=Ind|Degree=Pos",
@@ -370,6 +371,7 @@
     "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":92,
     "Gender=Neut|Number=Sing|POS=DET|Polarity=Neg|PronType=Neg":90,
     "Number=Plur|POS=NOUN":92,
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     "Definite=Ind|Number=Sing|POS=VERB|VerbForm=Part":100,
     "Case=Gen|Definite=Def|Number=Sing|POS=ADJ|VerbForm=Part":84,
@@ -379,7 +381,6 @@
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     "Abbr=Yes|Definite=Def,Ind|Gender=Masc|Number=Sing|POS=NOUN":92,
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     "Number=Plur|POS=PRON|Poss=Yes|PronType=Rcp":95,
     "Definite=Ind|Degree=Pos|POS=ADJ":84,
@@ -408,5 +409,6 @@
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     "Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ":84,
     "Gender=Masc|Number=Sing|POS=NOUN":92
-  }
+  },
+  "overwrite":true
 }

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ner/model

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senter/cfg

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senter/model

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tok2vec/model

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tokenizer

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