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: 0.7798165138
+      value: 0.7558282209
     - name: NER Recall
       type: recall
-      value: 0.7531010041
+      value: 0.7298578199
     - name: NER F Score
       type: f_score
-      value: 0.7662259615
+      value: 0.7426160338
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS Accuracy
       type: accuracy
-      value: 0.9658825148
+      value: 0.9669012824
   - task:
       name: SENTER
       type: token-classification
     metrics:
     - name: SENTER Precision
       type: precision
-      value: 0.9229183842
+      value: 0.9195876289
     - name: SENTER Recall
       type: recall
-      value: 0.9275062138
+      value: 0.9256953093
     - name: SENTER F Score
       type: f_score
-      value: 0.9252066116
+      value: 0.9226313612
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Dependencies Accuracy
       type: accuracy
-      value: 0.8816590207
+      value: 0.8811000859
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Dependencies Accuracy
       type: accuracy
-      value: 0.8816590207
+      value: 0.8811000859
 ---
 ### Details: https://spacy.io/models/nb#nb_core_news_sm
 
@@ -63,12 +63,12 @@ Norwegian (Bokmål) pipeline optimized for CPU. Components: tok2vec, morphologiz
 | Feature | Description |
 | --- | --- |
 | **Name** | `nb_core_news_sm` |
-| **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** | 0 keys, 0 unique vectors (0 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) |
+| **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) |
 | **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` | 96.59 |
-| `POS_ACC` | 96.71 |
-| `MORPH_ACC` | 95.24 |
-| `LEMMA_ACC` | 76.38 |
-| `DEP_UAS` | 88.17 |
-| `DEP_LAS` | 84.78 |
-| `ENTS_P` | 77.98 |
-| `ENTS_R` | 75.31 |
-| `ENTS_F` | 76.62 |
-| `SENTS_P` | 92.29 |
-| `SENTS_R` | 92.75 |
-| `SENTS_F` | 92.52 |
+| `TOKEN_P` | 99.71 |
+| `TOKEN_R` | 99.53 |
+| `TOKEN_F` | 99.62 |
+| `POS_ACC` | 96.69 |
+| `MORPH_ACC` | 95.13 |
+| `MORPH_MICRO_P` | 96.91 |
+| `MORPH_MICRO_R` | 96.02 |
+| `MORPH_MICRO_F` | 96.46 |
+| `SENTS_P` | 91.96 |
+| `SENTS_R` | 92.57 |
+| `SENTS_F` | 92.26 |
+| `DEP_UAS` | 88.11 |
+| `DEP_LAS` | 84.66 |
+| `TAG_ACC` | 96.69 |
+| `LEMMA_ACC` | 76.46 |
+| `ENTS_P` | 75.58 |
+| `ENTS_R` | 72.99 |
+| `ENTS_F` | 74.26 |

accuracy.json

@@ -1,68 +1,63 @@
 {
   "token_acc": 0.9990350152,
-  "tag_acc": 0.9658825148,
-  "pos_acc": 0.9671065319,
-  "morph_acc": 0.9523770164,
-  "lemma_acc": 0.7638422126,
-  "dep_uas": 0.8816590207,
-  "dep_las": 0.8478474574,
-  "ents_p": 0.7798165138,
-  "ents_r": 0.7531010041,
-  "ents_f": 0.7662259615,
-  "sents_p": 0.9229183842,
-  "sents_r": 0.9275062138,
-  "sents_f": 0.9252066116,
-  "speed": 12089.2312132138,
+  "token_p": 0.997080292,
+  "token_r": 0.9953256895,
+  "token_f": 0.9962022181,
+  "pos_acc": 0.9669012824,
+  "morph_acc": 0.9513313956,
+  "morph_micro_p": 0.9690522881,
+  "morph_micro_r": 0.9601600131,
+  "morph_micro_f": 0.9645856571,
   "morph_per_feat": {
     "Definite": {
-      "p": 0.972459092,
-      "r": 0.9571282749,
-      "f": 0.9647327808
+      "p": 0.974483316,
+      "r": 0.9572416922,
+      "f": 0.965785559
     },
     "Gender": {
-      "p": 0.9395857307,
-      "r": 0.9293370009,
-      "f": 0.934433265
+      "p": 0.9391296012,
+      "r": 0.9292421512,
+      "f": 0.9341597139
     },
     "Number": {
-      "p": 0.9704791574,
-      "r": 0.958605026,
-      "f": 0.9645055472
+      "p": 0.9700883248,
+      "r": 0.9575793098,
+      "f": 0.9637932306
     },
     "Mood": {
-      "p": 0.9804511278,
-      "r": 0.9782445611,
-      "f": 0.9793466016
+      "p": 0.9777444361,
+      "r": 0.9777444361,
+      "f": 0.9777444361
     },
     "Tense": {
-      "p": 0.9808660624,
-      "r": 0.9811130698,
-      "f": 0.9809895505
+      "p": 0.9778894472,
+      "r": 0.9801057668,
+      "f": 0.9789963527
     },
     "VerbForm": {
-      "p": 0.9688061408,
-      "r": 0.9667535854,
-      "f": 0.9677787748
+      "p": 0.9646924829,
+      "r": 0.9662646675,
+      "f": 0.9654779352
     },
     "Degree": {
-      "p": 0.961950882,
-      "r": 0.9553418069,
-      "f": 0.9586349535
+      "p": 0.9648695652,
+      "r": 0.952937135,
+      "f": 0.9588662288
     },
     "PronType": {
-      "p": 0.9900303424,
-      "r": 0.9853321829,
-      "f": 0.9876756757
+      "p": 0.9874377301,
+      "r": 0.9833908542,
+      "f": 0.9854101373
     },
     "Poss": {
-      "p": 0.996031746,
+      "p": 0.9881889764,
       "r": 0.9920948617,
-      "f": 0.9940594059
+      "f": 0.9901380671
     },
     "Case": {
-      "p": 0.9927130045,
-      "r": 0.980620155,
-      "f": 0.9866295265
+      "p": 0.9910313901,
+      "r": 0.9789590255,
+      "f": 0.9849582173
     },
     "Reflex": {
       "p": 1.0,
@@ -80,253 +75,264 @@
       "f": 1.0
     },
     "Person": {
-      "p": 0.9904942966,
-      "r": 0.9890840057,
-      "f": 0.9897886488
+      "p": 0.9862624349,
+      "r": 0.9881347888,
+      "f": 0.987197724
     },
     "Animacy": {
-      "p": 0.9974380871,
-      "r": 0.9948892675,
-      "f": 0.9961620469
+      "p": 0.9982949702,
+      "r": 0.9974446337,
+      "f": 0.9978696208
     },
     "Voice": {
-      "p": 0.9485294118,
-      "r": 0.9347826087,
-      "f": 0.9416058394
+      "p": 0.9270072993,
+      "r": 0.9202898551,
+      "f": 0.9236363636
     },
     "Abbr": {
-      "p": 0.9776119403,
-      "r": 0.81875,
-      "f": 0.8911564626
+      "p": 0.9779411765,
+      "r": 0.83125,
+      "f": 0.8986486486
     }
   },
+  "sents_p": 0.9195876289,
+  "sents_r": 0.9256953093,
+  "sents_f": 0.9226313612,
+  "dep_uas": 0.8811000859,
+  "dep_las": 0.8465577049,
   "dep_las_per_type": {
     "nmod": {
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-      "r": 0.7836952069,
-      "f": 0.7774842512
+      "p": 0.761223679,
+      "r": 0.7862125564,
+      "f": 0.7735163504
     },
     "nsubj": {
-      "p": 0.877843565,
-      "r": 0.8673029557,
-      "f": 0.8725414279
+      "p": 0.8873548792,
+      "r": 0.8714946071,
+      "f": 0.8793532338
     },
     "flat:name": {
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-      "r": 0.8435483871,
-      "f": 0.8394863563
+      "p": 0.8398133748,
+      "r": 0.8695652174,
+      "f": 0.8544303797
     },
     "root": {
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-      "r": 0.8902236951,
-      "f": 0.8928126298
+      "p": 0.8997912317,
+      "r": 0.8945620589,
+      "f": 0.8971690258
     },
     "advmod": {
-      "p": 0.8278335725,
-      "r": 0.8298178332,
-      "f": 0.8288245152
+      "p": 0.8136080498,
+      "r": 0.8147792706,
+      "f": 0.814193239
     },
     "mark": {
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-      "r": 0.9176863181,
-      "f": 0.9189640769
+      "p": 0.9204229271,
+      "r": 0.9199110122,
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     },
     "advcl": {
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-      "r": 0.6620926244,
-      "f": 0.6783831283
+      "p": 0.6805054152,
+      "r": 0.6466552316,
+      "f": 0.6631486368
     },
     "obj": {
-      "p": 0.8562801932,
-      "r": 0.8796526055,
-      "f": 0.8678090575
+      "p": 0.8563669282,
+      "r": 0.8802729529,
+      "f": 0.8681553992
     },
     "case": {
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-      "r": 0.9324742268,
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     },
     "det": {
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     },
     "obl": {
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     },
     "aux": {
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     },
     "acl:relcl": {
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     },
     "iobj": {
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     },
     "xcomp": {
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-      "r": 0.7210884354,
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     },
     "cc": {
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     },
     "conj": {
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-      "r": 0.7157360406,
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     },
     "amod": {
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     "nummod": {
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     },
     "compound:prt": {
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     "cop": {
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     },
     "appos": {
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     },
     "ccomp": {
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     },
     "acl": {
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     },
     "expl": {
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     },
     "csubj": {
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     },
     "nsubj:pass": {
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     },
     "aux:pass": {
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     },
     "acl:cleft": {
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     },
     "orphan": {
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-      "r": 0.0384615385,
-      "f": 0.0571428571
-    },
-    "dep": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
-    "goeswith": {
+    "dep": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
     "parataxis": {
-      "p": 0.8187919463,
-      "r": 0.6455026455,
-      "f": 0.7218934911
+      "p": 0.8066666667,
+      "r": 0.6436170213,
+      "f": 0.7159763314
+    },
+    "reparandum": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
     },
     "compound": {
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-      "r": 0.3191489362,
-      "f": 0.46875
+      "p": 0.7692307692,
+      "r": 0.243902439,
+      "f": 0.3703703704
     },
     "flat:foreign": {
-      "p": 0.5384615385,
-      "r": 0.2258064516,
-      "f": 0.3181818182
+      "p": 0.5333333333,
+      "r": 0.2580645161,
+      "f": 0.347826087
     },
     "discourse": {
-      "p": 0.4166666667,
-      "r": 0.2173913043,
-      "f": 0.2857142857
+      "p": 0.6666666667,
+      "r": 0.2608695652,
+      "f": 0.375
     },
     "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": 0.9669012824,
+  "lemma_acc": 0.7645584265,
+  "ents_p": 0.7558282209,
+  "ents_r": 0.7298578199,
+  "ents_f": 0.7426160338,
   "ents_per_type": {
     "PER": {
-      "p": 0.8318584071,
-      "r": 0.7679738562,
-      "f": 0.7986406117
+      "p": 0.8167202572,
+      "r": 0.8314238953,
+      "f": 0.8240064882
     },
-    "MISC": {
-      "p": 0.670995671,
-      "r": 0.62,
-      "f": 0.6444906445
+    "PROD": {
+      "p": 0.5238095238,
+      "r": 0.4074074074,
+      "f": 0.4583333333
     },
-    "LOC": {
-      "p": 0.8294797688,
-      "r": 0.7798913043,
-      "f": 0.8039215686
+    "GPE_LOC": {
+      "p": 0.7518518519,
+      "r": 0.7837837838,
+      "f": 0.7674858223
     },
     "ORG": {
-      "p": 0.7363083164,
-      "r": 0.7891304348,
-      "f": 0.7618048269
+      "p": 0.7865707434,
+      "r": 0.8118811881,
+      "f": 0.7990255786
     },
-    "GPE_LOC": {
-      "p": 0.0,
-      "r": 0.0,
-      "f": 0.0
+    "DRV": {
+      "p": 0.7763157895,
+      "r": 0.746835443,
+      "f": 0.7612903226
+    },
+    "LOC": {
+      "p": 0.6153846154,
+      "r": 0.3669724771,
+      "f": 0.4597701149
+    },
+    "GPE_ORG": {
+      "p": 0.5217391304,
+      "r": 0.4363636364,
+      "f": 0.4752475248
+    },
+    "EVT": {
+      "p": 0.5,
+      "r": 0.4444444444,
+      "f": 0.4705882353
     }
-  }
+  },
+  "speed": 9919.614599096
 }

config.cfg

@@ -1,10 +1,8 @@
 [paths]
-train = "corpus/nb-core-news/train.spacy"
-dev = "corpus/nb-core-news/dev.spacy"
+train = null
+dev = null
 vectors = null
-raw = 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 = false
 
 [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 = false
 
 [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 = false
 
 [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_sm",
-  "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":0,
     "vectors":0,
@@ -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":0.9658825148,
-    "pos_acc":0.9671065319,
-    "morph_acc":0.9523770164,
-    "lemma_acc":0.7638422126,
-    "dep_uas":0.8816590207,
-    "dep_las":0.8478474574,
-    "ents_p":0.7798165138,
-    "ents_r":0.7531010041,
-    "ents_f":0.7662259615,
-    "sents_p":0.9229183842,
-    "sents_r":0.9275062138,
-    "sents_f":0.9252066116,
-    "speed":12089.2312132138,
+    "token_p":0.997080292,
+    "token_r":0.9953256895,
+    "token_f":0.9962022181,
+    "pos_acc":0.9669012824,
+    "morph_acc":0.9513313956,
+    "morph_micro_p":0.9690522881,
+    "morph_micro_r":0.9601600131,
+    "morph_micro_f":0.9645856571,
     "morph_per_feat":{
       "Definite":{
-        "p":0.972459092,
-        "r":0.9571282749,
-        "f":0.9647327808
+        "p":0.974483316,
+        "r":0.9572416922,
+        "f":0.965785559
       },
       "Gender":{
-        "p":0.9395857307,
-        "r":0.9293370009,
-        "f":0.934433265
+        "p":0.9391296012,
+        "r":0.9292421512,
+        "f":0.9341597139
       },
       "Number":{
-        "p":0.9704791574,
-        "r":0.958605026,
-        "f":0.9645055472
+        "p":0.9700883248,
+        "r":0.9575793098,
+        "f":0.9637932306
       },
       "Mood":{
-        "p":0.9804511278,
-        "r":0.9782445611,
-        "f":0.9793466016
+        "p":0.9777444361,
+        "r":0.9777444361,
+        "f":0.9777444361
       },
       "Tense":{
-        "p":0.9808660624,
-        "r":0.9811130698,
-        "f":0.9809895505
+        "p":0.9778894472,
+        "r":0.9801057668,
+        "f":0.9789963527
       },
       "VerbForm":{
-        "p":0.9688061408,
-        "r":0.9667535854,
-        "f":0.9677787748
+        "p":0.9646924829,
+        "r":0.9662646675,
+        "f":0.9654779352
       },
       "Degree":{
-        "p":0.961950882,
-        "r":0.9553418069,
-        "f":0.9586349535
+        "p":0.9648695652,
+        "r":0.952937135,
+        "f":0.9588662288
       },
       "PronType":{
-        "p":0.9900303424,
-        "r":0.9853321829,
-        "f":0.9876756757
+        "p":0.9874377301,
+        "r":0.9833908542,
+        "f":0.9854101373
       },
       "Poss":{
-        "p":0.996031746,
+        "p":0.9881889764,
         "r":0.9920948617,
-        "f":0.9940594059
+        "f":0.9901380671
       },
       "Case":{
-        "p":0.9927130045,
-        "r":0.980620155,
-        "f":0.9866295265
+        "p":0.9910313901,
+        "r":0.9789590255,
+        "f":0.9849582173
       },
       "Reflex":{
         "p":1.0,
@@ -381,265 +381,276 @@
         "f":1.0
       },
       "Person":{
-        "p":0.9904942966,
-        "r":0.9890840057,
-        "f":0.9897886488
+        "p":0.9862624349,
+        "r":0.9881347888,
+        "f":0.987197724
       },
       "Animacy":{
-        "p":0.9974380871,
-        "r":0.9948892675,
-        "f":0.9961620469
+        "p":0.9982949702,
+        "r":0.9974446337,
+        "f":0.9978696208
       },
       "Voice":{
-        "p":0.9485294118,
-        "r":0.9347826087,
-        "f":0.9416058394
+        "p":0.9270072993,
+        "r":0.9202898551,
+        "f":0.9236363636
       },
       "Abbr":{
-        "p":0.9776119403,
-        "r":0.81875,
-        "f":0.8911564626
+        "p":0.9779411765,
+        "r":0.83125,
+        "f":0.8986486486
       }
     },
+    "sents_p":0.9195876289,
+    "sents_r":0.9256953093,
+    "sents_f":0.9226313612,
+    "dep_uas":0.8811000859,
+    "dep_las":0.8465577049,
     "dep_las_per_type":{
       "nmod":{
-        "p":0.7713709677,
-        "r":0.7836952069,
-        "f":0.7774842512
+        "p":0.761223679,
+        "r":0.7862125564,
+        "f":0.7735163504
       },
       "nsubj":{
-        "p":0.877843565,
-        "r":0.8673029557,
-        "f":0.8725414279
+        "p":0.8873548792,
+        "r":0.8714946071,
+        "f":0.8793532338
       },
       "flat:name":{
-        "p":0.8354632588,
-        "r":0.8435483871,
-        "f":0.8394863563
+        "p":0.8398133748,
+        "r":0.8695652174,
+        "f":0.8544303797
       },
       "root":{
-        "p":0.8954166667,
-        "r":0.8902236951,
-        "f":0.8928126298
+        "p":0.8997912317,
+        "r":0.8945620589,
+        "f":0.8971690258
       },
       "advmod":{
-        "p":0.8278335725,
-        "r":0.8298178332,
-        "f":0.8288245152
+        "p":0.8136080498,
+        "r":0.8147792706,
+        "f":0.814193239
       },
       "mark":{
-        "p":0.9202453988,
-        "r":0.9176863181,
-        "f":0.9189640769
+        "p":0.9204229271,
+        "r":0.9199110122,
+        "f":0.9201668985
       },
       "advcl":{
-        "p":0.6954954955,
-        "r":0.6620926244,
-        "f":0.6783831283
+        "p":0.6805054152,
+        "r":0.6466552316,
+        "f":0.6631486368
       },
       "obj":{
-        "p":0.8562801932,
-        "r":0.8796526055,
-        "f":0.8678090575
+        "p":0.8563669282,
+        "r":0.8802729529,
+        "f":0.8681553992
       },
       "case":{
-        "p":0.9334365325,
-        "r":0.9324742268,
-        "f":0.9329551315
+        "p":0.9347657261,
+        "r":0.9318709677,
+        "f":0.9333161024
       },
       "det":{
-        "p":0.9569892473,
-        "r":0.9563843236,
-        "f":0.9566866899
+        "p":0.9540302267,
+        "r":0.9588607595,
+        "f":0.9564393939
       },
       "obl":{
-        "p":0.7530459231,
-        "r":0.7271493213,
-        "f":0.7398710866
+        "p":0.75345732,
+        "r":0.7149321267,
+        "f":0.7336893429
       },
       "aux":{
-        "p":0.9316546763,
-        "r":0.935862692,
-        "f":0.9337539432
+        "p":0.9283154122,
+        "r":0.9375565611,
+        "f":0.9329131022
       },
       "acl:relcl":{
-        "p":0.7814569536,
-        "r":0.7972972973,
-        "f":0.7892976589
+        "p":0.7810383747,
+        "r":0.7792792793,
+        "f":0.7801578354
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       "iobj":{
-        "p":0.7727272727,
-        "r":0.5795454545,
-        "f":0.6623376623
+        "p":0.7567567568,
+        "r":0.6363636364,
+        "f":0.6913580247
       },
       "xcomp":{
-        "p":0.6943231441,
-        "r":0.7210884354,
-        "f":0.7074527253
+        "p":0.6595744681,
+        "r":0.7029478458,
+        "f":0.6805708013
       },
       "cc":{
-        "p":0.9171826625,
-        "r":0.9129429892,
-        "f":0.9150579151
+        "p":0.9062015504,
+        "r":0.901310717,
+        "f":0.9037495168
       },
       "conj":{
-        "p":0.6975265018,
-        "r":0.7157360406,
-        "f":0.7065139585
+        "p":0.7010600707,
+        "r":0.7204066812,
+        "f":0.7106017192
       },
       "amod":{
-        "p":0.9138034961,
-        "r":0.9171203872,
-        "f":0.9154589372
+        "p":0.9223300971,
+        "r":0.920654149,
+        "f":0.921491361
       },
       "nummod":{
-        "p":0.9362549801,
-        "r":0.9591836735,
-        "f":0.9475806452
+        "p":0.9186046512,
+        "r":0.9673469388,
+        "f":0.9423459245
       },
       "compound:prt":{
-        "p":0.8473282443,
-        "r":0.7985611511,
-        "f":0.8222222222
+        "p":0.7927272727,
+        "r":0.7870036101,
+        "f":0.7898550725
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       "cop":{
-        "p":0.8485915493,
-        "r":0.8607142857,
-        "f":0.8546099291
+        "p":0.8635294118,
+        "r":0.8748510131,
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       "appos":{
-        "p":0.2564102564,
-        "r":0.2,
-        "f":0.2247191011
+        "p":0.2923076923,
+        "r":0.19,
+        "f":0.2303030303
       },
       "ccomp":{
-        "p":0.8086642599,
-        "r":0.8818897638,
-        "f":0.8436911488
+        "p":0.7813620072,
+        "r":0.8582677165,
+        "f":0.818011257
       },
       "acl":{
-        "p":0.6428571429,
-        "r":0.6169354839,
-        "f":0.6296296296
+        "p":0.6441441441,
+        "r":0.5766129032,
+        "f":0.6085106383
       },
       "expl":{
-        "p":0.709273183,
-        "r":0.7648648649,
-        "f":0.7360208062
+        "p":0.7032418953,
+        "r":0.7621621622,
+        "f":0.7315175097
       },
       "csubj":{
-        "p":0.6796875,
-        "r":0.6350364964,
-        "f":0.6566037736
+        "p":0.7711864407,
+        "r":0.6642335766,
+        "f":0.7137254902
       },
       "nsubj:pass":{
-        "p":0.8787878788,
-        "r":0.8055555556,
-        "f":0.8405797101
+        "p":0.8434343434,
+        "r":0.7731481481,
+        "f":0.806763285
       },
       "aux:pass":{
-        "p":0.947826087,
-        "r":0.9083333333,
-        "f":0.9276595745
+        "p":0.9130434783,
+        "r":0.875,
+        "f":0.8936170213
       },
       "acl:cleft":{
-        "p":0.5714285714,
-        "r":0.5925925926,
-        "f":0.5818181818
+        "p":0.3636363636,
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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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     "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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tok2vec/model

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tokenizer

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