Adriane Boyd commited on
Commit
26f494b
1 Parent(s): 113f397

Update spaCy pipeline

Browse files
.gitattributes CHANGED
@@ -19,3 +19,4 @@
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  *strings.json filter=lfs diff=lfs merge=lfs -text
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  vectors filter=lfs diff=lfs merge=lfs -text
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  model filter=lfs diff=lfs merge=lfs -text
 
 
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  *strings.json filter=lfs diff=lfs merge=lfs -text
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  vectors filter=lfs diff=lfs merge=lfs -text
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  model filter=lfs diff=lfs merge=lfs -text
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+ vocab/key2row filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -14,62 +14,62 @@ model-index:
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  metrics:
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  - name: NER Precision
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  type: precision
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- value: 0.8236700538
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  - name: NER Recall
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  type: recall
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- value: 0.8163507109
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  - name: NER F Score
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  type: f_score
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- value: 0.8199940494
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  - task:
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  name: TAG
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  type: token-classification
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  metrics:
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  - name: TAG (XPOS) Accuracy
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  type: accuracy
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- value: 0.9737451099
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  - task:
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  name: POS
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  type: token-classification
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  metrics:
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  - name: POS (UPOS) Accuracy
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  type: accuracy
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- value: 0.9737451099
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  - task:
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  name: MORPH
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  type: token-classification
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  metrics:
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  - name: Morph (UFeats) Accuracy
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  type: accuracy
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- value: 0.9592638003
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  - task:
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  name: LEMMA
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  type: token-classification
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  metrics:
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  - name: Lemma Accuracy
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  type: accuracy
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- value: 0.9709106936
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  - task:
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  name: UNLABELED_DEPENDENCIES
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  type: token-classification
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  metrics:
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  - name: Unlabeled Attachment Score (UAS)
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  type: f_score
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- value: 0.8943254651
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  - task:
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  name: LABELED_DEPENDENCIES
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  type: token-classification
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  metrics:
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  - name: Labeled Attachment Score (LAS)
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  type: f_score
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- value: 0.8639894956
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  - task:
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  name: SENTS
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  type: token-classification
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  metrics:
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  - name: Sentences F-Score
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  type: f_score
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- value: 0.9455754051
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  ---
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  ### Details: https://spacy.io/models/nb#nb_core_news_md
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@@ -78,8 +78,8 @@ Norwegian (Bokmål) pipeline optimized for CPU. Components: tok2vec, morphologiz
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  | Feature | Description |
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  | --- | --- |
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  | **Name** | `nb_core_news_md` |
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- | **Version** | `3.3.0` |
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- | **spaCy** | `>=3.3.0.dev0,<3.4.0` |
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  | **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
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  | **Components** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `senter`, `attribute_ruler`, `ner` |
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  | **Vectors** | 500000 keys, 20000 unique vectors (300 dimensions) |
@@ -91,11 +91,11 @@ Norwegian (Bokmål) pipeline optimized for CPU. Components: tok2vec, morphologiz
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  <details>
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- <summary>View label scheme (248 labels for 3 components)</summary>
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  | Component | Labels |
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  | --- | --- |
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- | **`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` |
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  | **`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` |
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  | **`ner`** | `DRV`, `EVT`, `GPE_LOC`, `GPE_ORG`, `LOC`, `MISC`, `ORG`, `PER`, `PROD` |
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@@ -109,18 +109,18 @@ Norwegian (Bokmål) pipeline optimized for CPU. Components: tok2vec, morphologiz
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  | `TOKEN_P` | 99.71 |
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  | `TOKEN_R` | 99.53 |
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  | `TOKEN_F` | 99.62 |
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- | `POS_ACC` | 97.37 |
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- | `MORPH_ACC` | 95.93 |
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- | `MORPH_MICRO_P` | 97.65 |
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- | `MORPH_MICRO_R` | 96.74 |
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- | `MORPH_MICRO_F` | 97.19 |
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- | `SENTS_P` | 94.64 |
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- | `SENTS_R` | 94.48 |
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- | `SENTS_F` | 94.56 |
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- | `DEP_UAS` | 89.43 |
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- | `DEP_LAS` | 86.40 |
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- | `LEMMA_ACC` | 97.09 |
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- | `TAG_ACC` | 97.37 |
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- | `ENTS_P` | 82.37 |
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- | `ENTS_R` | 81.64 |
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- | `ENTS_F` | 82.00 |
 
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  metrics:
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  - name: NER Precision
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  type: precision
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+ value: 0.8307228916
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  - name: NER Recall
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  type: recall
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+ value: 0.816943128
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  - name: NER F Score
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  type: f_score
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+ value: 0.8237753883
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  - task:
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  name: TAG
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  type: token-classification
27
  metrics:
28
  - name: TAG (XPOS) Accuracy
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  type: accuracy
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+ value: 0.9726155711
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  - task:
32
  name: POS
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  type: token-classification
34
  metrics:
35
  - name: POS (UPOS) Accuracy
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  type: accuracy
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+ value: 0.9726155711
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  - task:
39
  name: MORPH
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  type: token-classification
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  metrics:
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  - name: Morph (UFeats) Accuracy
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  type: accuracy
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+ value: 0.9588648574
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  - task:
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  name: LEMMA
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  type: token-classification
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  metrics:
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  - name: Lemma Accuracy
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  type: accuracy
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+ value: 0.9712137072
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  - task:
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  name: UNLABELED_DEPENDENCIES
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  type: token-classification
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  metrics:
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  - name: Unlabeled Attachment Score (UAS)
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  type: f_score
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+ value: 0.8923091347
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  - task:
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  name: LABELED_DEPENDENCIES
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  type: token-classification
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  metrics:
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  - name: Labeled Attachment Score (LAS)
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  type: f_score
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+ value: 0.8610490461
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  - task:
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  name: SENTS
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  type: token-classification
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  metrics:
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  - name: Sentences F-Score
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  type: f_score
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+ value: 0.9326446281
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  ---
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  ### Details: https://spacy.io/models/nb#nb_core_news_md
75
 
 
78
  | Feature | Description |
79
  | --- | --- |
80
  | **Name** | `nb_core_news_md` |
81
+ | **Version** | `3.4.0` |
82
+ | **spaCy** | `>=3.4.0,<3.5.0` |
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  | **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
84
  | **Components** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `senter`, `attribute_ruler`, `ner` |
85
  | **Vectors** | 500000 keys, 20000 unique vectors (300 dimensions) |
 
91
 
92
  <details>
93
 
94
+ <summary>View label scheme (249 labels for 3 components)</summary>
95
 
96
  | Component | Labels |
97
  | --- | --- |
98
+ | **`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`, `POS=SPACE`, `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` |
99
  | **`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` |
100
  | **`ner`** | `DRV`, `EVT`, `GPE_LOC`, `GPE_ORG`, `LOC`, `MISC`, `ORG`, `PER`, `PROD` |
101
 
 
109
  | `TOKEN_P` | 99.71 |
110
  | `TOKEN_R` | 99.53 |
111
  | `TOKEN_F` | 99.62 |
112
+ | `POS_ACC` | 97.26 |
113
+ | `MORPH_ACC` | 95.89 |
114
+ | `MORPH_MICRO_P` | 97.63 |
115
+ | `MORPH_MICRO_R` | 96.78 |
116
+ | `MORPH_MICRO_F` | 97.20 |
117
+ | `SENTS_P` | 92.84 |
118
+ | `SENTS_R` | 93.69 |
119
+ | `SENTS_F` | 93.26 |
120
+ | `DEP_UAS` | 89.23 |
121
+ | `DEP_LAS` | 86.10 |
122
+ | `LEMMA_ACC` | 97.12 |
123
+ | `TAG_ACC` | 97.26 |
124
+ | `ENTS_P` | 83.07 |
125
+ | `ENTS_R` | 81.69 |
126
+ | `ENTS_F` | 82.38 |
accuracy.json CHANGED
@@ -3,61 +3,61 @@
3
  "token_p": 0.997080292,
4
  "token_r": 0.9953256895,
5
  "token_f": 0.9962022181,
6
- "pos_acc": 0.9737451099,
7
- "morph_acc": 0.9592638003,
8
- "morph_micro_p": 0.9765452448,
9
- "morph_micro_r": 0.9673769287,
10
- "morph_micro_f": 0.971939466,
11
  "morph_per_feat": {
12
  "Definite": {
13
- "p": 0.9810039143,
14
- "r": 0.9664284904,
15
- "f": 0.973661658
16
  },
17
  "Gender": {
18
- "p": 0.9486150907,
19
- "r": 0.9420468557,
20
- "f": 0.9453195641
21
  },
22
  "Number": {
23
- "p": 0.9766441759,
24
- "r": 0.9650523848,
25
- "f": 0.9708136792
26
  },
27
  "Mood": {
28
- "p": 0.9866498741,
29
- "r": 0.9794948737,
30
- "f": 0.983059355
31
  },
32
  "Tense": {
33
- "p": 0.9870853381,
34
  "r": 0.9816167212,
35
- "f": 0.9843434343
36
  },
37
  "VerbForm": {
38
- "p": 0.9761203795,
39
- "r": 0.9726205997,
40
- "f": 0.9743673469
41
  },
42
  "Degree": {
43
- "p": 0.9705065926,
44
- "r": 0.9608381999,
45
- "f": 0.9656481961
46
  },
47
  "PronType": {
48
- "p": 0.9924226023,
49
- "r": 0.988783434,
50
- "f": 0.9905996759
51
  },
52
  "Poss": {
53
- "p": 0.9960474308,
54
- "r": 0.9960474308,
55
- "f": 0.9960474308
56
  },
57
  "Case": {
58
- "p": 0.9927536232,
59
- "r": 0.9861572536,
60
- "f": 0.9894444444
61
  },
62
  "Reflex": {
63
  "p": 1.0,
@@ -65,191 +65,196 @@
65
  "f": 1.0
66
  },
67
  "NumType": {
68
- "p": 0.995505618,
69
- "r": 0.9115226337,
70
- "f": 0.9516648765
71
  },
72
  "Polarity": {
73
- "p": 0.9968454259,
74
  "r": 1.0,
75
- "f": 0.9984202212
76
  },
77
  "Person": {
78
- "p": 0.9928741093,
79
- "r": 0.9919316564,
80
- "f": 0.9924026591
81
  },
82
  "Animacy": {
83
- "p": 0.9991452991,
84
- "r": 0.9957410562,
85
- "f": 0.997440273
86
  },
87
  "Voice": {
88
- "p": 0.9847328244,
89
  "r": 0.9347826087,
90
- "f": 0.9591078067
91
  },
92
  "Abbr": {
93
- "p": 1.0,
94
- "r": 0.84375,
95
- "f": 0.9152542373
96
  }
97
  },
98
- "sents_p": 0.9463617464,
99
- "sents_r": 0.9447903694,
100
- "sents_f": 0.9455754051,
101
- "dep_uas": 0.8943254651,
102
- "dep_las": 0.8639894956,
103
  "dep_las_per_type": {
104
  "nmod": {
105
- "p": 0.7818897638,
106
- "r": 0.8149363972,
107
- "f": 0.7980711272
108
  },
109
  "nsubj": {
110
- "p": 0.8936567164,
111
- "r": 0.8856702619,
112
- "f": 0.8896455657
113
  },
114
  "flat:name": {
115
- "p": 0.8613707165,
116
- "r": 0.8904991948,
117
- "f": 0.8756927949
118
  },
119
  "root": {
120
- "p": 0.9095060191,
121
- "r": 0.9095060191,
122
- "f": 0.9095060191
123
  },
124
  "advmod": {
125
- "p": 0.8416267943,
126
- "r": 0.844049904,
127
- "f": 0.8428366076
128
  },
129
  "mark": {
130
- "p": 0.9289311696,
131
- "r": 0.9232480534,
132
- "f": 0.9260808926
133
  },
134
  "advcl": {
135
- "p": 0.7150259067,
136
- "r": 0.7101200686,
137
- "f": 0.7125645439
138
  },
139
  "obj": {
140
- "p": 0.8902513795,
141
- "r": 0.9007444169,
142
- "f": 0.89546716
143
  },
144
  "case": {
145
- "p": 0.9364057673,
146
- "r": 0.9385806452,
147
- "f": 0.9374919448
148
  },
149
  "det": {
150
- "p": 0.9626582278,
151
- "r": 0.9626582278,
152
- "f": 0.9626582278
153
  },
154
  "obl": {
155
- "p": 0.7758702909,
156
- "r": 0.736199095,
157
- "f": 0.7555142791
158
  },
159
  "aux": {
160
- "p": 0.9513513514,
161
- "r": 0.9556561086,
162
- "f": 0.9534988713
163
  },
164
  "acl:relcl": {
165
- "p": 0.7921225383,
166
- "r": 0.8153153153,
167
- "f": 0.8035516093
168
  },
169
  "iobj": {
170
- "p": 0.8115942029,
171
- "r": 0.6363636364,
172
- "f": 0.7133757962
173
  },
174
  "xcomp": {
175
- "p": 0.7305936073,
176
- "r": 0.7256235828,
177
- "f": 0.7281001138
178
  },
179
  "cc": {
180
- "p": 0.9164733179,
181
- "r": 0.9136468774,
182
- "f": 0.9150579151
183
  },
184
  "conj": {
185
- "p": 0.7287043665,
186
- "r": 0.7392883079,
187
- "f": 0.7339581831
188
  },
189
  "amod": {
190
- "p": 0.9394865526,
191
- "r": 0.9309509388,
192
- "f": 0.9351992699
193
  },
194
  "nummod": {
195
- "p": 0.9073359073,
196
- "r": 0.9591836735,
197
- "f": 0.9325396825
198
  },
199
  "compound:prt": {
200
- "p": 0.8237547893,
201
- "r": 0.7761732852,
202
- "f": 0.7992565056
203
  },
204
  "cop": {
205
- "p": 0.8704358068,
206
- "r": 0.8808104887,
207
- "f": 0.8755924171
208
  },
209
  "appos": {
210
- "p": 0.2816901408,
211
- "r": 0.2,
212
- "f": 0.2339181287
213
  },
214
  "ccomp": {
215
- "p": 0.7867132867,
216
- "r": 0.8858267717,
217
- "f": 0.8333333333
218
  },
219
  "expl": {
220
- "p": 0.7329974811,
221
- "r": 0.7864864865,
222
- "f": 0.7588005215
223
  },
224
  "csubj": {
225
- "p": 0.7272727273,
226
- "r": 0.700729927,
227
- "f": 0.7137546468
228
  },
229
  "nsubj:pass": {
230
- "p": 0.890625,
231
- "r": 0.7916666667,
232
- "f": 0.8382352941
233
  },
234
  "aux:pass": {
235
- "p": 0.9159663866,
236
- "r": 0.9083333333,
237
- "f": 0.9121338912
 
 
 
 
 
238
  },
239
  "acl": {
240
- "p": 0.7198067633,
241
- "r": 0.6008064516,
242
- "f": 0.6549450549
243
  },
244
  "acl:cleft": {
245
- "p": 0.4782608696,
246
- "r": 0.4074074074,
247
- "f": 0.44
248
  },
249
  "orphan": {
250
- "p": 0.25,
251
- "r": 0.0384615385,
252
- "f": 0.0666666667
253
  },
254
  "dep": {
255
  "p": 0.0,
@@ -261,25 +266,20 @@
261
  "r": 0.0,
262
  "f": 0.0
263
  },
264
- "parataxis": {
265
- "p": 0.8661971831,
266
- "r": 0.6542553191,
267
- "f": 0.7454545455
268
- },
269
  "compound": {
270
- "p": 0.8,
271
- "r": 0.1951219512,
272
- "f": 0.3137254902
273
  },
274
  "flat:foreign": {
275
- "p": 0.9655172414,
276
- "r": 0.9032258065,
277
- "f": 0.9333333333
278
  },
279
  "discourse": {
280
- "p": 0.7777777778,
281
- "r": 0.3043478261,
282
- "f": 0.4375
283
  },
284
  "csubj:pass": {
285
  "p": 0.0,
@@ -287,52 +287,52 @@
287
  "f": 0.0
288
  }
289
  },
290
- "lemma_acc": 0.9709106936,
291
- "tag_acc": 0.9737451099,
292
- "ents_p": 0.8236700538,
293
- "ents_r": 0.8163507109,
294
- "ents_f": 0.8199940494,
295
  "ents_per_type": {
296
  "PER": {
297
- "p": 0.8894230769,
298
- "r": 0.9083469722,
299
- "f": 0.8987854251
300
  },
301
- "PROD": {
302
- "p": 0.7,
303
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lemmatizer/cfg CHANGED
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135
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151
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152
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157
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209
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409
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432
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524
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  "nsubj:pass":{
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530
- "r":0.7916666667,
531
- "f":0.8382352941
532
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533
  "aux:pass":{
534
- "p":0.9159663866,
535
- "r":0.9083333333,
536
- "f":0.9121338912
 
 
 
 
 
537
  },
538
  "acl":{
539
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- "r":0.6008064516,
541
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542
  },
543
  "acl:cleft":{
544
- "p":0.4782608696,
545
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546
- "f":0.44
547
  },
548
  "orphan":{
549
- "p":0.25,
550
- "r":0.0384615385,
551
- "f":0.0666666667
552
  },
553
  "dep":{
554
  "p":0.0,
@@ -560,25 +566,20 @@
560
  "r":0.0,
561
  "f":0.0
562
  },
563
- "parataxis":{
564
- "p":0.8661971831,
565
- "r":0.6542553191,
566
- "f":0.7454545455
567
- },
568
  "compound":{
569
- "p":0.8,
570
- "r":0.1951219512,
571
- "f":0.3137254902
572
  },
573
  "flat:foreign":{
574
- "p":0.9655172414,
575
- "r":0.9032258065,
576
- "f":0.9333333333
577
  },
578
  "discourse":{
579
- "p":0.7777777778,
580
- "r":0.3043478261,
581
- "f":0.4375
582
  },
583
  "csubj:pass":{
584
  "p":0.0,
@@ -586,54 +587,54 @@
586
  "f":0.0
587
  }
588
  },
589
- "lemma_acc":0.9709106936,
590
- "tag_acc":0.9737451099,
591
- "ents_p":0.8236700538,
592
- "ents_r":0.8163507109,
593
- "ents_f":0.8199940494,
594
  "ents_per_type":{
595
  "PER":{
596
- "p":0.8894230769,
597
- "r":0.9083469722,
598
- "f":0.8987854251
599
  },
600
- "PROD":{
601
- "p":0.7,
602
- "r":0.5185185185,
603
- "f":0.5957446809
604
  },
605
  "GPE_LOC":{
606
- "p":0.8243727599,
607
- "r":0.888030888,
608
- "f":0.8550185874
609
  },
610
- "ORG":{
611
- "p":0.8143851508,
612
- "r":0.8688118812,
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- "f":0.8407185629
614
  },
615
  "LOC":{
616
- "p":0.7875,
617
- "r":0.5779816514,
618
- "f":0.6666666667
619
  },
620
  "DRV":{
621
- "p":0.7466666667,
622
- "r":0.7088607595,
623
- "f":0.7272727273
 
 
 
 
 
624
  },
625
  "EVT":{
626
- "p":0.3571428571,
627
  "r":0.5555555556,
628
- "f":0.4347826087
629
- },
630
- "GPE_ORG":{
631
- "p":0.68,
632
- "r":0.6181818182,
633
- "f":0.6476190476
634
  }
635
  },
636
- "speed":11180.6759357661
637
  },
638
  "sources":[
639
  {
 
1
  {
2
  "lang":"nb",
3
  "name":"core_news_md",
4
+ "version":"3.4.0",
5
  "description":"Norwegian (Bokm\u00e5l) pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.",
6
  "author":"Explosion",
7
  "email":"[email protected]",
8
  "url":"https://explosion.ai",
9
  "license":"MIT",
10
+ "spacy_version":">=3.4.0,<3.5.0",
11
+ "spacy_git_version":"dd038b536",
12
  "vectors":{
13
  "width":300,
14
  "vectors":20000,
 
142
  "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
143
  "Case=Gen|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN",
144
  "Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem",
145
+ "POS=SPACE",
146
  "Animacy=Hum|Number=Sing|POS=PRON|PronType=Art,Prs",
147
  "Mood=Imp|POS=AUX|VerbForm=Fin",
148
  "Number=Plur|POS=PRON|Person=3|PronType=Prs,Tot",
 
303
  "token_p":0.997080292,
304
  "token_r":0.9953256895,
305
  "token_f":0.9962022181,
306
+ "pos_acc":0.9726155711,
307
+ "morph_acc":0.9588648574,
308
+ "morph_micro_p":0.9762975408,
309
+ "morph_micro_r":0.9677851253,
310
+ "morph_micro_f":0.9720226967,
311
  "morph_per_feat":{
312
  "Definite":{
313
+ "p":0.9811364159,
314
+ "r":0.9674492458,
315
+ "f":0.9742447604
316
  },
317
  "Gender":{
318
+ "p":0.9491493022,
319
+ "r":0.9418571564,
320
+ "f":0.9454891692
321
  },
322
  "Number":{
323
+ "p":0.9778305034,
324
+ "r":0.9662246318,
325
+ "f":0.9719929245
326
  },
327
  "Mood":{
328
+ "p":0.985434455,
329
+ "r":0.9812453113,
330
+ "f":0.9833354216
331
  },
332
  "Tense":{
333
+ "p":0.9850897144,
334
  "r":0.9816167212,
335
+ "f":0.9833501514
336
  },
337
  "VerbForm":{
338
+ "p":0.9756774404,
339
+ "r":0.9740873533,
340
+ "f":0.9748817485
341
  },
342
  "Degree":{
343
+ "p":0.9691934926,
344
+ "r":0.9618687736,
345
+ "f":0.9655172414
346
  },
347
  "PronType":{
348
+ "p":0.9909130247,
349
+ "r":0.9879206212,
350
+ "f":0.9894145604
351
  },
352
  "Poss":{
353
+ "p":0.9960159363,
354
+ "r":0.9881422925,
355
+ "f":0.9920634921
356
  },
357
  "Case":{
358
+ "p":0.9916294643,
359
+ "r":0.9839424142,
360
+ "f":0.9877709839
361
  },
362
  "Reflex":{
363
  "p":1.0,
 
365
  "f":1.0
366
  },
367
  "NumType":{
368
+ "p":0.9977375566,
369
+ "r":0.9074074074,
370
+ "f":0.9504310345
371
  },
372
  "Polarity":{
373
+ "p":0.9937106918,
374
  "r":1.0,
375
+ "f":0.9968454259
376
  },
377
  "Person":{
378
+ "p":0.99191631,
379
+ "r":0.9900332226,
380
+ "f":0.9909738717
381
  },
382
  "Animacy":{
383
+ "p":0.9982935154,
384
+ "r":0.996592845,
385
+ "f":0.9974424552
386
  },
387
  "Voice":{
388
+ "p":0.9485294118,
389
  "r":0.9347826087,
390
+ "f":0.9416058394
391
  },
392
  "Abbr":{
393
+ "p":0.9851851852,
394
+ "r":0.83125,
395
+ "f":0.9016949153
396
  }
397
  },
398
+ "sents_p":0.9284245167,
399
+ "sents_r":0.9369032794,
400
+ "sents_f":0.9326446281,
401
+ "dep_uas":0.8923091347,
402
+ "dep_las":0.8610490461,
403
  "dep_las_per_type":{
404
  "nmod":{
405
+ "p":0.7902772198,
406
+ "r":0.8071399261,
407
+ "f":0.7986195696
408
  },
409
  "nsubj":{
410
+ "p":0.8889232673,
411
+ "r":0.8853620955,
412
+ "f":0.8871391076
413
  },
414
  "flat:name":{
415
+ "p":0.8865814696,
416
+ "r":0.8937198068,
417
+ "f":0.8901363272
418
  },
419
  "root":{
420
+ "p":0.9037344398,
421
+ "r":0.904109589,
422
+ "f":0.9039219755
423
  },
424
  "advmod":{
425
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426
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427
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428
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429
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430
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431
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432
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433
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434
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435
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436
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437
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438
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439
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440
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441
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442
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443
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444
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445
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446
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447
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448
  },
449
  "det":{
450
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451
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452
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453
  },
454
  "obl":{
455
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456
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458
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459
  "aux":{
460
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461
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462
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463
  },
464
  "acl:relcl":{
465
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466
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468
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469
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470
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471
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472
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473
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474
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475
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476
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477
+ "f":0.7074829932
478
  },
479
  "cc":{
480
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481
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482
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483
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484
  "conj":{
485
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486
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488
  },
489
  "amod":{
490
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491
+ "r":0.9303452453,
492
+ "f":0.9306270827
493
  },
494
  "nummod":{
495
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496
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497
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498
  },
499
  "compound:prt":{
500
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501
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+ "f":0.8130671506
503
  },
504
  "cop":{
505
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506
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508
  },
509
  "appos":{
510
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511
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512
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513
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514
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515
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516
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518
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519
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521
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522
+ "f":0.7213541667
523
  },
524
  "csubj":{
525
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526
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527
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528
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529
  "nsubj:pass":{
530
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531
+ "r":0.7962962963,
532
+ "f":0.849382716
533
  },
534
  "aux:pass":{
535
+ "p":0.9464285714,
536
+ "r":0.8833333333,
537
+ "f":0.9137931034
538
+ },
539
+ "parataxis":{
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541
+ "r":0.6542553191,
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543
  },
544
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549
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550
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  },
554
  "orphan":{
555
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556
+ "r":0.0,
557
+ "f":0.0
558
  },
559
  "dep":{
560
  "p":0.0,
 
566
  "r":0.0,
567
  "f":0.0
568
  },
 
 
 
 
 
569
  "compound":{
570
+ "p":0.9090909091,
571
+ "r":0.243902439,
572
+ "f":0.3846153846
573
  },
574
  "flat:foreign":{
575
+ "p":0.8214285714,
576
+ "r":0.7419354839,
577
+ "f":0.7796610169
578
  },
579
  "discourse":{
580
+ "p":0.7272727273,
581
+ "r":0.347826087,
582
+ "f":0.4705882353
583
  },
584
  "csubj:pass":{
585
  "p":0.0,
 
587
  "f":0.0
588
  }
589
  },
590
+ "lemma_acc":0.9712137072,
591
+ "tag_acc":0.9726155711,
592
+ "ents_p":0.8307228916,
593
+ "ents_r":0.816943128,
594
+ "ents_f":0.8237753883,
595
  "ents_per_type":{
596
  "PER":{
597
+ "p":0.9011532125,
598
+ "r":0.8952536825,
599
+ "f":0.8981937603
600
  },
601
+ "ORG":{
602
+ "p":0.8111888112,
603
+ "r":0.8613861386,
604
+ "f":0.8355342137
605
  },
606
  "GPE_LOC":{
607
+ "p":0.8587360595,
608
+ "r":0.8918918919,
609
+ "f":0.875
610
  },
611
+ "PROD":{
612
+ "p":0.6492537313,
613
+ "r":0.537037037,
614
+ "f":0.5878378378
615
  },
616
  "LOC":{
617
+ "p":0.7931034483,
618
+ "r":0.6330275229,
619
+ "f":0.7040816327
620
  },
621
  "DRV":{
622
+ "p":0.7714285714,
623
+ "r":0.6835443038,
624
+ "f":0.7248322148
625
+ },
626
+ "GPE_ORG":{
627
+ "p":0.6666666667,
628
+ "r":0.6909090909,
629
+ "f":0.6785714286
630
  },
631
  "EVT":{
632
+ "p":0.7142857143,
633
  "r":0.5555555556,
634
+ "f":0.625
 
 
 
 
 
635
  }
636
  },
637
+ "speed":9847.9572403325
638
  },
639
  "sources":[
640
  {
morphologizer/cfg CHANGED
@@ -123,6 +123,7 @@
123
  "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Dem":"Definite=Ind|Gender=Masc|Number=Sing|PronType=Dem",
124
  "Case=Gen|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN":"Case=Gen|Definite=Def|Gender=Fem|Number=Plur",
125
  "Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem":"Case=Gen|Gender=Neut|Number=Sing|PronType=Dem",
 
126
  "Animacy=Hum|Number=Sing|POS=PRON|PronType=Art,Prs":"Animacy=Hum|Number=Sing|PronType=Art,Prs",
127
  "Mood=Imp|POS=AUX|VerbForm=Fin":"Mood=Imp|VerbForm=Fin",
128
  "Number=Plur|POS=PRON|Person=3|PronType=Prs,Tot":"Number=Plur|Person=3|PronType=Prs,Tot",
@@ -328,6 +329,7 @@
328
  "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Dem":90,
329
  "Case=Gen|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN":92,
330
  "Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem":90,
 
331
  "Animacy=Hum|Number=Sing|POS=PRON|PronType=Art,Prs":95,
332
  "Mood=Imp|POS=AUX|VerbForm=Fin":87,
333
  "Number=Plur|POS=PRON|Person=3|PronType=Prs,Tot":95,
 
123
  "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Dem":"Definite=Ind|Gender=Masc|Number=Sing|PronType=Dem",
124
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