Adriane Boyd commited on
Commit
193ce8e
1 Parent(s): 3f88081

Update spaCy pipeline

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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: 0.7450110865
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  - name: NER Recall
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  type: recall
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- value: 0.7
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  - name: NER F Score
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  type: f_score
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- value: 0.7218045113
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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: 0.9506053269
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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: 0.9506053269
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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: 0.9371428571
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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: 0.9430508475
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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: 0.8080446927
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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: 0.7628624099
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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: 0.8956289028
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  ---
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  ### Details: https://spacy.io/models/da#da_core_news_sm
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@@ -78,8 +78,8 @@ Danish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, l
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  | Feature | Description |
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  | --- | --- |
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  | **Name** | `da_core_news_sm` |
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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** | 0 keys, 0 unique vectors (0 dimensions) |
@@ -91,11 +91,11 @@ Danish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, l
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  <details>
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- <summary>View label scheme (193 labels for 3 components)</summary>
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  | Component | Labels |
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  | --- | --- |
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- | **`morphologizer`** | `AdpType=Prep\|POS=ADP`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=NOUN`, `Mood=Ind\|POS=AUX\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `POS=PROPN`, `Definite=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=SCONJ`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=NOUN`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `POS=ADV`, `Number=Plur\|POS=DET\|PronType=Dem`, `Degree=Pos\|Number=Plur\|POS=ADJ`, `Definite=Ind\|Gender=Com\|Number=Plur\|POS=NOUN`, `POS=PUNCT`, `POS=CCONJ`, `Definite=Ind\|Degree=Cmp\|Number=Sing\|POS=ADJ`, `Degree=Cmp\|POS=ADJ`, `POS=PRON\|PartType=Inf`, `Gender=Com\|Number=Sing\|POS=DET\|PronType=Ind`, `Definite=Ind\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Definite=Def\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Degree=Pos\|POS=ADV`, `Definite=Def\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=PRON\|PronType=Dem`, `NumType=Card\|POS=NUM`, `Definite=Ind\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Com\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Degree=Pos\|Gender=Com\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Com\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `NumType=Ord\|POS=ADJ`, `Gender=Com\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `Mood=Ind\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `POS=VERB\|VerbForm=Inf\|Voice=Act`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `POS=NOUN`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `POS=ADP\|PartType=Inf`, `Degree=Pos\|POS=ADJ`, `Definite=Def\|Gender=Com\|Number=Plur\|POS=NOUN`, `Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Com\|Number=Sing\|POS=NOUN`, `POS=AUX\|VerbForm=Inf\|Voice=Act`, `Definite=Ind\|Degree=Pos\|Gender=Com\|Number=Sing\|POS=ADJ`, `Gender=Com\|Number=Sing\|POS=DET\|PronType=Dem`, `Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Com\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Acc\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `POS=PART\|PartType=Inf`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Gender=Com\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Nom\|Gender=Com\|POS=PRON\|PronType=Ind`, `Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Mood=Imp\|POS=VERB`, `Gender=Com\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Definite=Ind\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `POS=X`, `Case=Nom\|Gender=Com\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Com\|Number=Plur\|POS=NOUN`, `POS=VERB\|Tense=Pres\|VerbForm=Part`, `Number=Plur\|POS=PRON\|PronType=Int,Rel`, `POS=VERB\|VerbForm=Inf\|Voice=Pass`, `Case=Gen\|Definite=Ind\|Gender=Com\|Number=Sing\|POS=NOUN`, `Degree=Cmp\|POS=ADV`, `POS=ADV\|PartType=Inf`, `Degree=Sup\|POS=ADV`, `Number=Plur\|POS=PRON\|PronType=Dem`, `Number=Plur\|POS=PRON\|PronType=Ind`, `Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Com\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|POS=PROPN`, `POS=ADP`, `Degree=Cmp\|Number=Plur\|POS=ADJ`, `Definite=Def\|Degree=Sup\|POS=ADJ`, `Gender=Neut\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Degree=Pos\|Number=Sing\|POS=ADJ`, `Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `Gender=Com\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs\|Style=Form`, `Number=Plur\|POS=PRON\|PronType=Rcp`, `Case=Gen\|Degree=Cmp\|POS=ADJ`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Number[psor]=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=INTJ`, `Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Gender=Neut\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs\|Style=Form`, `Case=Acc\|Gender=Com\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Gender=Com\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Number=Sing\|POS=PRON\|PronType=Int,Rel`, `Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs\|Style=Form`, `Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Int,Rel`, `Definite=Def\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Com\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Gender=Neut\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `Definite=Ind\|Number=Sing\|POS=NOUN`, `Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Plur\|Number[psor]=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `POS=SYM`, `Case=Nom\|Gender=Com\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Degree=Sup\|POS=ADJ`, `Number=Plur\|POS=DET\|PronType=Ind\|Style=Arch`, `Case=Gen\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Dem`, `Foreign=Yes\|POS=X`, `POS=DET\|Person=2\|Polite=Form\|Poss=Yes\|PronType=Prs`, `Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Com\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Gen\|POS=PRON\|PronType=Int,Rel`, `Gender=Com\|Number=Sing\|POS=PRON\|PronType=Dem`, `Abbr=Yes\|POS=X`, `Case=Gen\|Definite=Ind\|Gender=Com\|Number=Plur\|POS=NOUN`, `Definite=Def\|Degree=Abs\|POS=ADJ`, `Definite=Ind\|Degree=Sup\|Number=Sing\|POS=ADJ`, `Definite=Ind\|POS=NOUN`, `Gender=Com\|Number=Plur\|POS=NOUN`, `Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Com\|POS=PRON\|PronType=Int,Rel`, `Case=Nom\|Gender=Com\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Degree=Abs\|POS=ADV`, `POS=VERB\|VerbForm=Ger`, `POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Def\|Degree=Sup\|Number=Sing\|POS=ADJ`, `Number=Plur\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs\|Style=Form`, `Case=Gen\|Definite=Def\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Case=Gen\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Com\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Gender=Com\|Number=Sing\|POS=PRON\|PronType=Int,Rel`, `POS=VERB\|Tense=Pres`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Ind`, `Number[psor]=Plur\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `POS=PRON\|Person=2\|Polite=Form\|Poss=Yes\|PronType=Prs`, `Gender=Neut\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `POS=AUX\|Tense=Pres\|VerbForm=Part`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Gender=Com\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Com\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Gender=Neut\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `Definite=Ind\|Number=Plur\|POS=NOUN`, `Case=Gen\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Mood=Imp\|POS=AUX`, `Gender=Com\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Number[psor]=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Gen\|POS=NOUN`, `Number[psor]=Plur\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=DET\|PronType=Dem`, `Definite=Def\|Number=Plur\|POS=NOUN` |
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  | **`parser`** | `ROOT`, `acl:relcl`, `advcl`, `advmod`, `advmod:lmod`, `amod`, `appos`, `aux`, `case`, `cc`, `ccomp`, `compound:prt`, `conj`, `cop`, `dep`, `det`, `expl`, `fixed`, `flat`, `iobj`, `list`, `mark`, `nmod`, `nmod:poss`, `nsubj`, `nummod`, `obj`, `obl`, `obl:lmod`, `obl:tmod`, `punct`, `xcomp` |
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  | **`ner`** | `LOC`, `MISC`, `ORG`, `PER` |
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@@ -109,18 +109,18 @@ Danish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, l
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  | `TOKEN_P` | 99.78 |
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  | `TOKEN_R` | 99.75 |
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  | `TOKEN_F` | 99.76 |
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- | `POS_ACC` | 95.06 |
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- | `MORPH_ACC` | 93.71 |
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- | `MORPH_MICRO_P` | 95.66 |
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- | `MORPH_MICRO_R` | 94.89 |
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- | `MORPH_MICRO_F` | 95.27 |
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- | `SENTS_P` | 90.13 |
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- | `SENTS_R` | 89.01 |
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- | `SENTS_F` | 89.56 |
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- | `DEP_UAS` | 80.80 |
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- | `DEP_LAS` | 76.29 |
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- | `LEMMA_ACC` | 94.31 |
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- | `TAG_ACC` | 95.06 |
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- | `ENTS_P` | 74.50 |
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- | `ENTS_R` | 70.00 |
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- | `ENTS_F` | 72.18 |
 
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  metrics:
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  - name: NER Precision
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  type: precision
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+ value: 0.7570498915
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  - name: NER Recall
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  type: recall
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+ value: 0.7270833333
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  - name: NER F Score
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  type: f_score
23
+ value: 0.7417640808
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  - task:
25
  name: TAG
26
  type: token-classification
27
  metrics:
28
  - name: TAG (XPOS) Accuracy
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  type: accuracy
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+ value: 0.9498765073
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  - task:
32
  name: POS
33
  type: token-classification
34
  metrics:
35
  - name: POS (UPOS) Accuracy
36
  type: accuracy
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+ value: 0.9498765073
38
  - task:
39
  name: MORPH
40
  type: token-classification
41
  metrics:
42
  - name: Morph (UFeats) Accuracy
43
  type: accuracy
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+ value: 0.9343341404
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  - task:
46
  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: 0.9449878935
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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: 0.7988826816
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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: 0.752849162
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  - task:
67
  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: 0.884097035
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  ---
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  ### Details: https://spacy.io/models/da#da_core_news_sm
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  | Feature | Description |
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  | --- | --- |
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  | **Name** | `da_core_news_sm` |
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+ | **Version** | `3.4.0` |
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+ | **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` |
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  | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
 
91
 
92
  <details>
93
 
94
+ <summary>View label scheme (194 labels for 3 components)</summary>
95
 
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  | Component | Labels |
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  | --- | --- |
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+ | **`morphologizer`** | `AdpType=Prep\|POS=ADP`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=NOUN`, `Mood=Ind\|POS=AUX\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `POS=PROPN`, `Definite=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=SCONJ`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=NOUN`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `POS=ADV`, `Number=Plur\|POS=DET\|PronType=Dem`, `Degree=Pos\|Number=Plur\|POS=ADJ`, `Definite=Ind\|Gender=Com\|Number=Plur\|POS=NOUN`, `POS=PUNCT`, `POS=CCONJ`, `Definite=Ind\|Degree=Cmp\|Number=Sing\|POS=ADJ`, `Degree=Cmp\|POS=ADJ`, `POS=PRON\|PartType=Inf`, `Gender=Com\|Number=Sing\|POS=DET\|PronType=Ind`, `Definite=Ind\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Definite=Def\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Degree=Pos\|POS=ADV`, `Definite=Def\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=PRON\|PronType=Dem`, `NumType=Card\|POS=NUM`, `Definite=Ind\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Com\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Degree=Pos\|Gender=Com\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Com\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `NumType=Ord\|POS=ADJ`, `Gender=Com\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `Mood=Ind\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `POS=VERB\|VerbForm=Inf\|Voice=Act`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `POS=NOUN`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `POS=ADP\|PartType=Inf`, `Degree=Pos\|POS=ADJ`, `Definite=Def\|Gender=Com\|Number=Plur\|POS=NOUN`, `Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Com\|Number=Sing\|POS=NOUN`, `POS=AUX\|VerbForm=Inf\|Voice=Act`, `Definite=Ind\|Degree=Pos\|Gender=Com\|Number=Sing\|POS=ADJ`, `Gender=Com\|Number=Sing\|POS=DET\|PronType=Dem`, `Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Com\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Acc\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `POS=PART\|PartType=Inf`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Gender=Com\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Nom\|Gender=Com\|POS=PRON\|PronType=Ind`, `Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Mood=Imp\|POS=VERB`, `Gender=Com\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Definite=Ind\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `POS=X`, `Case=Nom\|Gender=Com\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Com\|Number=Plur\|POS=NOUN`, `POS=VERB\|Tense=Pres\|VerbForm=Part`, `Number=Plur\|POS=PRON\|PronType=Int,Rel`, `POS=VERB\|VerbForm=Inf\|Voice=Pass`, `Case=Gen\|Definite=Ind\|Gender=Com\|Number=Sing\|POS=NOUN`, `Degree=Cmp\|POS=ADV`, `POS=ADV\|PartType=Inf`, `Degree=Sup\|POS=ADV`, `Number=Plur\|POS=PRON\|PronType=Dem`, `Number=Plur\|POS=PRON\|PronType=Ind`, `Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Com\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|POS=PROPN`, `POS=ADP`, `Degree=Cmp\|Number=Plur\|POS=ADJ`, `Definite=Def\|Degree=Sup\|POS=ADJ`, `Gender=Neut\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Degree=Pos\|Number=Sing\|POS=ADJ`, `Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `Gender=Com\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs\|Style=Form`, `Number=Plur\|POS=PRON\|PronType=Rcp`, `Case=Gen\|Degree=Cmp\|POS=ADJ`, `POS=SPACE`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Number[psor]=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=INTJ`, `Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Gender=Neut\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs\|Style=Form`, `Case=Acc\|Gender=Com\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Gender=Com\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Number=Sing\|POS=PRON\|PronType=Int,Rel`, `Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs\|Style=Form`, `Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Int,Rel`, `Definite=Def\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Com\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Gender=Neut\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `Definite=Ind\|Number=Sing\|POS=NOUN`, `Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Plur\|Number[psor]=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `POS=SYM`, `Case=Nom\|Gender=Com\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Degree=Sup\|POS=ADJ`, `Number=Plur\|POS=DET\|PronType=Ind\|Style=Arch`, `Case=Gen\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Dem`, `Foreign=Yes\|POS=X`, `POS=DET\|Person=2\|Polite=Form\|Poss=Yes\|PronType=Prs`, `Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Com\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Gen\|POS=PRON\|PronType=Int,Rel`, `Gender=Com\|Number=Sing\|POS=PRON\|PronType=Dem`, `Abbr=Yes\|POS=X`, `Case=Gen\|Definite=Ind\|Gender=Com\|Number=Plur\|POS=NOUN`, `Definite=Def\|Degree=Abs\|POS=ADJ`, `Definite=Ind\|Degree=Sup\|Number=Sing\|POS=ADJ`, `Definite=Ind\|POS=NOUN`, `Gender=Com\|Number=Plur\|POS=NOUN`, `Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Com\|POS=PRON\|PronType=Int,Rel`, `Case=Nom\|Gender=Com\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Degree=Abs\|POS=ADV`, `POS=VERB\|VerbForm=Ger`, `POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Def\|Degree=Sup\|Number=Sing\|POS=ADJ`, `Number=Plur\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs\|Style=Form`, `Case=Gen\|Definite=Def\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Case=Gen\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Com\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Gender=Com\|Number=Sing\|POS=PRON\|PronType=Int,Rel`, `POS=VERB\|Tense=Pres`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Ind`, `Number[psor]=Plur\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `POS=PRON\|Person=2\|Polite=Form\|Poss=Yes\|PronType=Prs`, `Gender=Neut\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `POS=AUX\|Tense=Pres\|VerbForm=Part`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Gender=Com\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Com\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Gender=Neut\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `Definite=Ind\|Number=Plur\|POS=NOUN`, `Case=Gen\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Mood=Imp\|POS=AUX`, `Gender=Com\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Number[psor]=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Gen\|POS=NOUN`, `Number[psor]=Plur\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=DET\|PronType=Dem`, `Definite=Def\|Number=Plur\|POS=NOUN` |
99
  | **`parser`** | `ROOT`, `acl:relcl`, `advcl`, `advmod`, `advmod:lmod`, `amod`, `appos`, `aux`, `case`, `cc`, `ccomp`, `compound:prt`, `conj`, `cop`, `dep`, `det`, `expl`, `fixed`, `flat`, `iobj`, `list`, `mark`, `nmod`, `nmod:poss`, `nsubj`, `nummod`, `obj`, `obl`, `obl:lmod`, `obl:tmod`, `punct`, `xcomp` |
100
  | **`ner`** | `LOC`, `MISC`, `ORG`, `PER` |
101
 
 
109
  | `TOKEN_P` | 99.78 |
110
  | `TOKEN_R` | 99.75 |
111
  | `TOKEN_F` | 99.76 |
112
+ | `POS_ACC` | 94.99 |
113
+ | `MORPH_ACC` | 93.43 |
114
+ | `MORPH_MICRO_P` | 95.72 |
115
+ | `MORPH_MICRO_R` | 94.69 |
116
+ | `MORPH_MICRO_F` | 95.20 |
117
+ | `SENTS_P` | 89.62 |
118
+ | `SENTS_R` | 87.23 |
119
+ | `SENTS_F` | 88.41 |
120
+ | `DEP_UAS` | 79.89 |
121
+ | `DEP_LAS` | 75.28 |
122
+ | `LEMMA_ACC` | 94.50 |
123
+ | `TAG_ACC` | 94.99 |
124
+ | `ENTS_P` | 75.70 |
125
+ | `ENTS_R` | 72.71 |
126
+ | `ENTS_F` | 74.18 |
accuracy.json CHANGED
@@ -3,81 +3,81 @@
3
  "token_p": 0.9977732598,
4
  "token_r": 0.9974835463,
5
  "token_f": 0.997628382,
6
- "pos_acc": 0.9506053269,
7
- "morph_acc": 0.9371428571,
8
- "morph_micro_p": 0.9565925398,
9
- "morph_micro_r": 0.9488667912,
10
- "morph_micro_f": 0.9527140033,
11
  "morph_per_feat": {
12
  "Mood": {
13
- "p": 0.9636711281,
14
- "r": 0.9609151573,
15
- "f": 0.9622911695
16
  },
17
  "Tense": {
18
- "p": 0.9503759398,
19
- "r": 0.9518072289,
20
- "f": 0.9510910459
21
  },
22
  "VerbForm": {
23
- "p": 0.9457125231,
24
- "r": 0.9381884945,
25
- "f": 0.9419354839
26
  },
27
  "Voice": {
28
- "p": 0.9713423831,
29
- "r": 0.9626307922,
30
- "f": 0.966966967
31
  },
32
  "Definite": {
33
- "p": 0.950039968,
34
- "r": 0.9391544844,
35
- "f": 0.9445658653
36
  },
37
  "Gender": {
38
- "p": 0.9317497491,
39
  "r": 0.9255566633,
40
- "f": 0.928642881
41
  },
42
  "Number": {
43
- "p": 0.9502107482,
44
- "r": 0.9407929056,
45
- "f": 0.9454783748
46
  },
47
  "AdpType": {
48
- "p": 0.9991087344,
49
- "r": 0.991158267,
50
- "f": 0.9951176209
51
  },
52
  "PartType": {
53
  "p": 1.0,
54
- "r": 0.9967532468,
55
- "f": 0.9983739837
56
  },
57
  "Case": {
58
- "p": 0.9774557166,
59
- "r": 0.9589257504,
60
- "f": 0.9681020734
61
  },
62
  "Person": {
63
- "p": 0.9771528998,
64
- "r": 0.9875666075,
65
- "f": 0.9823321555
66
  },
67
  "PronType": {
68
- "p": 0.9851851852,
69
- "r": 0.984375,
70
- "f": 0.984779926
71
  },
72
  "NumType": {
73
- "p": 0.9726027397,
74
- "r": 0.940397351,
75
- "f": 0.9562289562
76
  },
77
  "Degree": {
78
- "p": 0.9394313968,
79
- "r": 0.9156626506,
80
- "f": 0.9273947529
81
  },
82
  "Reflex": {
83
  "p": 1.0,
@@ -85,14 +85,14 @@
85
  "f": 1.0
86
  },
87
  "Number[psor]": {
88
- "p": 0.9772727273,
89
  "r": 1.0,
90
- "f": 0.9885057471
91
  },
92
  "Poss": {
93
- "p": 0.9887640449,
94
  "r": 1.0,
95
- "f": 0.9943502825
96
  },
97
  "Polite": {
98
  "p": 0.6,
@@ -100,14 +100,14 @@
100
  "f": 0.6666666667
101
  },
102
  "Foreign": {
103
- "p": 1.0,
104
- "r": 0.4,
105
- "f": 0.5714285714
106
  },
107
  "Abbr": {
108
- "p": 0.6666666667,
109
- "r": 0.4,
110
- "f": 0.5
111
  },
112
  "Style": {
113
  "p": 1.0,
@@ -115,141 +115,141 @@
115
  "f": 1.0
116
  }
117
  },
118
- "sents_p": 0.9012567325,
119
- "sents_r": 0.890070922,
120
- "sents_f": 0.8956289028,
121
- "dep_uas": 0.8080446927,
122
- "dep_las": 0.7628624099,
123
  "dep_las_per_type": {
124
  "advmod": {
125
- "p": 0.6630434783,
126
  "r": 0.6892655367,
127
- "f": 0.675900277
128
  },
129
  "root": {
130
- "p": 0.8085867621,
131
- "r": 0.8014184397,
132
- "f": 0.8049866429
133
  },
134
  "nsubj": {
135
- "p": 0.8269639066,
136
- "r": 0.8217299578,
137
- "f": 0.8243386243
138
  },
139
  "case": {
140
- "p": 0.881372549,
141
- "r": 0.8865877712,
142
- "f": 0.883972468
143
  },
144
  "obl": {
145
- "p": 0.6786885246,
146
- "r": 0.6428571429,
147
- "f": 0.6602870813
148
  },
149
  "cc": {
150
- "p": 0.7614942529,
151
- "r": 0.7703488372,
152
- "f": 0.7658959538
153
  },
154
  "conj": {
155
- "p": 0.6264044944,
156
- "r": 0.5946666667,
157
- "f": 0.610123119
158
  },
159
  "obj": {
160
- "p": 0.761732852,
161
- "r": 0.8194174757,
162
- "f": 0.7895229186
163
  },
164
  "aux": {
165
- "p": 0.8795180723,
166
- "r": 0.8513119534,
167
- "f": 0.8651851852
168
  },
169
  "acl:relcl": {
170
- "p": 0.6054054054,
171
- "r": 0.6054054054,
172
- "f": 0.6054054054
173
  },
174
  "advmod:lmod": {
175
- "p": 0.6875,
176
- "r": 0.6567164179,
177
- "f": 0.6717557252
178
  },
179
  "det": {
180
- "p": 0.9126853377,
181
- "r": 0.9126853377,
182
- "f": 0.9126853377
183
  },
184
  "amod": {
185
- "p": 0.7852348993,
186
- "r": 0.7986348123,
187
- "f": 0.7918781726
188
  },
189
  "nmod:poss": {
190
- "p": 0.6767676768,
191
- "r": 0.6633663366,
192
- "f": 0.67
193
  },
194
  "ccomp": {
195
- "p": 0.6290322581,
196
- "r": 0.6290322581,
197
- "f": 0.6290322581
198
  },
199
  "nummod": {
200
- "p": 0.824,
201
- "r": 0.8583333333,
202
- "f": 0.8408163265
203
  },
204
  "flat": {
205
- "p": 0.7901234568,
206
- "r": 0.8476821192,
207
- "f": 0.8178913738
208
  },
209
  "compound:prt": {
210
- "p": 0.44,
211
- "r": 0.2682926829,
212
- "f": 0.3333333333
213
  },
214
  "advcl": {
215
- "p": 0.5877192982,
216
- "r": 0.5775862069,
217
- "f": 0.5826086957
218
  },
219
  "mark": {
220
- "p": 0.872651357,
221
- "r": 0.8583162218,
222
- "f": 0.8654244306
223
  },
224
  "cop": {
225
- "p": 0.752688172,
226
- "r": 0.8,
227
- "f": 0.7756232687
228
  },
229
  "dep": {
230
- "p": 0.1707317073,
231
- "r": 0.2641509434,
232
- "f": 0.2074074074
233
  },
234
  "nmod": {
235
- "p": 0.6122840691,
236
- "r": 0.623046875,
237
- "f": 0.6176185866
238
  },
239
  "iobj": {
240
- "p": 0.6923076923,
241
  "r": 0.4090909091,
242
- "f": 0.5142857143
243
  },
244
  "xcomp": {
245
- "p": 0.5161290323,
246
- "r": 0.2711864407,
247
- "f": 0.3555555556
248
  },
249
  "list": {
250
- "p": 0.3636363636,
251
  "r": 0.2222222222,
252
- "f": 0.275862069
253
  },
254
  "vocative": {
255
  "p": 0.0,
@@ -257,24 +257,24 @@
257
  "f": 0.0
258
  },
259
  "fixed": {
260
- "p": 0.8684210526,
261
- "r": 0.8048780488,
262
- "f": 0.835443038
263
  },
264
  "expl": {
265
- "p": 0.84375,
266
- "r": 0.7941176471,
267
- "f": 0.8181818182
268
  },
269
  "appos": {
270
- "p": 0.4666666667,
271
- "r": 0.4242424242,
272
- "f": 0.4444444444
273
  },
274
  "obl:tmod": {
275
- "p": 0.7777777778,
276
- "r": 0.3888888889,
277
- "f": 0.5185185185
278
  },
279
  "discourse": {
280
  "p": 0.0,
@@ -287,32 +287,32 @@
287
  "f": 0.0
288
  }
289
  },
290
- "lemma_acc": 0.9430508475,
291
- "tag_acc": 0.9506053269,
292
- "ents_p": 0.7450110865,
293
- "ents_r": 0.7,
294
- "ents_f": 0.7218045113,
295
  "ents_per_type": {
296
  "PER": {
297
- "p": 0.7818181818,
298
  "r": 0.7771084337,
299
- "f": 0.7794561934
300
  },
301
  "ORG": {
302
- "p": 0.6463414634,
303
- "r": 0.5888888889,
304
- "f": 0.6162790698
305
  },
306
  "MISC": {
307
- "p": 0.6698113208,
308
- "r": 0.6283185841,
309
- "f": 0.6484018265
310
  },
311
  "LOC": {
312
- "p": 0.8469387755,
313
- "r": 0.7477477477,
314
- "f": 0.7942583732
315
  }
316
  },
317
- "speed": 12430.3213337348
318
  }
 
3
  "token_p": 0.9977732598,
4
  "token_r": 0.9974835463,
5
  "token_f": 0.997628382,
6
+ "pos_acc": 0.9498765073,
7
+ "morph_acc": 0.9343341404,
8
+ "morph_micro_p": 0.9571895091,
9
+ "morph_micro_r": 0.9468981879,
10
+ "morph_micro_f": 0.9520160369,
11
  "morph_per_feat": {
12
  "Mood": {
13
+ "p": 0.9656160458,
14
+ "r": 0.9637750238,
15
+ "f": 0.9646946565
16
  },
17
  "Tense": {
18
+ "p": 0.9488721805,
19
+ "r": 0.9503012048,
20
+ "f": 0.949586155
21
  },
22
  "VerbForm": {
23
+ "p": 0.9404176904,
24
+ "r": 0.9369645043,
25
+ "f": 0.9386879215
26
  },
27
  "Voice": {
28
+ "p": 0.9699924981,
29
+ "r": 0.966367713,
30
+ "f": 0.9681767128
31
  },
32
  "Definite": {
33
+ "p": 0.9533574588,
34
+ "r": 0.9367838799,
35
+ "f": 0.9449980072
36
  },
37
  "Gender": {
38
+ "p": 0.9351914036,
39
  "r": 0.9255566633,
40
+ "f": 0.9303490897
41
  },
42
  "Number": {
43
+ "p": 0.9526455026,
44
+ "r": 0.9392279604,
45
+ "f": 0.9458891516
46
  },
47
  "AdpType": {
48
+ "p": 0.9982046679,
49
+ "r": 0.9832007073,
50
+ "f": 0.9906458797
51
  },
52
  "PartType": {
53
  "p": 1.0,
54
+ "r": 1.0,
55
+ "f": 1.0
56
  },
57
  "Case": {
58
+ "p": 0.9710144928,
59
+ "r": 0.9526066351,
60
+ "f": 0.961722488
61
  },
62
  "Person": {
63
+ "p": 0.9735449735,
64
+ "r": 0.9804618117,
65
+ "f": 0.9769911504
66
  },
67
  "PronType": {
68
+ "p": 0.9810231023,
69
+ "r": 0.9777960526,
70
+ "f": 0.9794069193
71
  },
72
  "NumType": {
73
+ "p": 0.9930555556,
74
+ "r": 0.9470198675,
75
+ "f": 0.9694915254
76
  },
77
  "Degree": {
78
+ "p": 0.94375,
79
+ "r": 0.9096385542,
80
+ "f": 0.9263803681
81
  },
82
  "Reflex": {
83
  "p": 1.0,
 
85
  "f": 1.0
86
  },
87
  "Number[psor]": {
88
+ "p": 0.9885057471,
89
  "r": 1.0,
90
+ "f": 0.9942196532
91
  },
92
  "Poss": {
93
+ "p": 1.0,
94
  "r": 1.0,
95
+ "f": 1.0
96
  },
97
  "Polite": {
98
  "p": 0.6,
 
100
  "f": 0.6666666667
101
  },
102
  "Foreign": {
103
+ "p": 0.5,
104
+ "r": 0.3,
105
+ "f": 0.375
106
  },
107
  "Abbr": {
108
+ "p": 0.0,
109
+ "r": 0.0,
110
+ "f": 0.0
111
  },
112
  "Style": {
113
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