metadata
tags:
- spacy
- token-classification
language:
- it
license: cc-by-nc-sa-3.0
model-index:
- name: it_core_news_md
results:
- task:
name: NER
type: token-classification
metrics:
- name: NER Precision
type: precision
value: 0.8765345493
- name: NER Recall
type: recall
value: 0.8768079217
- name: NER F Score
type: f_score
value: 0.8766712142
- task:
name: TAG
type: token-classification
metrics:
- name: TAG (XPOS) Accuracy
type: accuracy
value: 0.9702961398
- task:
name: POS
type: token-classification
metrics:
- name: POS (UPOS) Accuracy
type: accuracy
value: 0.9731721566
- task:
name: MORPH
type: token-classification
metrics:
- name: Morph (UFeats) Accuracy
type: accuracy
value: 0.9719550562
- task:
name: LEMMA
type: token-classification
metrics:
- name: Lemma Accuracy
type: accuracy
value: 0.9718727534
- task:
name: UNLABELED_DEPENDENCIES
type: token-classification
metrics:
- name: Unlabeled Attachment Score (UAS)
type: f_score
value: 0.9121308777
- task:
name: LABELED_DEPENDENCIES
type: token-classification
metrics:
- name: Labeled Attachment Score (LAS)
type: f_score
value: 0.8761189423
- task:
name: SENTS
type: token-classification
metrics:
- name: Sentences F-Score
type: f_score
value: 0.9780123131
Details: https://spacy.io/models/it#it_core_news_md
Italian pipeline optimized for CPU. Components: tok2vec, morphologizer, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner.
Feature | Description |
---|---|
Name | it_core_news_md |
Version | 3.7.0 |
spaCy | >=3.7.0,<3.8.0 |
Default Pipeline | tok2vec , morphologizer , tagger , parser , lemmatizer , attribute_ruler , ner |
Components | tok2vec , morphologizer , tagger , parser , lemmatizer , senter , attribute_ruler , ner |
Vectors | 500000 keys, 20000 unique vectors (300 dimensions) |
Sources | UD Italian ISDT v2.8 (Bosco, Cristina; Lenci, Alessandro; Montemagni, Simonetta; Simi, Maria) WikiNER (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran) Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion) |
License | CC BY-NC-SA 3.0 |
Author | Explosion |
Label Scheme
View label scheme (443 labels for 4 components)
Component | Labels |
---|---|
morphologizer |
POS=PROPN , POS=PUNCT , Gender=Masc|POS=NOUN , Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art , Gender=Fem|Number=Sing|POS=NOUN , Gender=Masc|Number=Sing|POS=ADJ , Gender=Masc|Number=Sing|POS=NOUN , Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part , POS=AUX|VerbForm=Inf , Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part , POS=ADP , Gender=Fem|Number=Sing|POS=ADJ , POS=PRON|PronType=Rel , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Gender=Masc|Number=Plur|POS=NOUN , Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Gender=Masc|Number=Sing|POS=PRON|PronType=Ind , Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art , Number=Plur|POS=ADJ , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Definite=Def|Number=Sing|POS=DET|PronType=Art , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part , POS=VERB|VerbForm=Inf , Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Number=Sing|POS=ADJ , POS=CCONJ , NumType=Card|POS=NUM , Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art , Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art , Gender=Fem|Number=Plur|POS=NOUN , Clitic=Yes|POS=PRON|Person=3|PronType=Prs , Gender=Fem|Number=Plur|POS=ADJ , Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Gender=Masc|Number=Plur|POS=ADJ , POS=SPACE , Definite=Def|Number=Sing|POS=ADP|PronType=Art , Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ , POS=ADV , POS=NOUN , Number=Sing|POS=NOUN , POS=VERB|VerbForm=Ger , Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , POS=INTJ , Clitic=Yes|Number=Sing|POS=PRON|Person=2|PronType=Prs , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part , Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Gender=Fem|POS=NOUN , Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part , Gender=Fem|Number=Sing|POS=DET|PronType=Tot , Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Plur|POS=PRON|PronType=Ind , Number=Plur|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin , Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part , Number=Plur|POS=NOUN , POS=SCONJ , Number=Sing|POS=DET|PronType=Ind , POS=ADV|PronType=Neg , Clitic=Yes|POS=VERB|PronType=Prs|VerbForm=Inf , Gender=Fem|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part , Gender=Fem|Number=Plur|POS=DET|PronType=Ind , Gender=Fem|Number=Sing|POS=PRON|PronType=Ind , POS=ADJ , Number=Sing|POS=PRON|PronType=Rel , Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ , Number=Sing|POS=PRON|PronType=Ind , Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Gender=Masc|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part , Clitic=Yes|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , POS=DET|Poss=Yes|PronType=Prs , Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Plur|POS=DET|PronType=Ind , Gender=Masc|Number=Sing|POS=PRON|PronType=Dem , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger , Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Clitic=Yes|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Clitic=Yes|POS=PRON|PronType=Prs , Gender=Masc|Number=Plur|POS=DET|PronType=Tot , Clitic=Yes|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Clitic=Yes|Number=Sing|POS=PRON|Person=1|PronType=Prs , Degree=Cmp|Number=Plur|POS=ADJ , Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Number=Sing|POS=PRON|Person=3|PronType=Prs , Degree=Cmp|Number=Sing|POS=ADJ , Gender=Masc|Number=Plur|POS=DET|PronType=Dem , Degree=Abs|POS=ADV , Clitic=Yes|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Mood=Cnd|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Clitic=Yes|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf , Gender=Fem|Number=Sing|POS=DET|PronType=Dem , POS=DET|PronType=Exc , Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Clitic=Yes|Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin , Number=Sing|POS=DET|PronType=Dem , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Number=Sing|POS=DET|PronType=Int , POS=PRON|PronType=Int , Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Gender=Fem|Number=Plur|POS=PRON|PronType=Ind , Number=Sing|POS=ADP , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Foreign=Yes|POS=X , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Clitic=Yes|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Clitic=Yes|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf , Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin , Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs , Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part , POS=INTJ|Polarity=Neg , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin , Number=Plur|POS=PRON|PronType=Rel , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Gender=Fem|Number=Sing|POS=PRON|PronType=Dem , Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Fem|Number=Plur|POS=DET|PronType=Dem , Gender=Masc|Number=Plur|POS=PRON|PronType=Rel , Clitic=Yes|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Ger , POS=INTJ|Polarity=Pos , Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Gender=Fem|Number=Sing|POS=DET|PronType=Int , POS=DET|PronType=Int , Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ , Gender=Fem|Number=Plur|POS=DET|PronType=Int , Mood=Cnd|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , POS=PRON|Person=3|PronType=Prs , Degree=Abs|Gender=Masc|Number=Plur|POS=ADJ , Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Number=Sing|POS=PRON|Person=1|PronType=Prs , Gender=Masc|Number=Plur|POS=PRON|PronType=Dem , Clitic=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs , Clitic=Yes|Gender=Fem|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Clitic=Yes|Gender=Fem|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin , Degree=Abs|Gender=Fem|Number=Sing|POS=ADJ , Gender=Masc|Number=Sing|POS=DET|PronType=Tot , Clitic=Yes|POS=AUX|PronType=Prs|VerbForm=Inf , Gender=Fem|Number=Plur|POS=DET|PronType=Tot , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Gender=Fem|Number=Plur|POS=PRON|PronType=Dem , Degree=Abs|Gender=Masc|Number=Sing|POS=ADJ , NumType=Ord|POS=ADJ , POS=DET|PronType=Rel , Gender=Masc|Number=Sing|POS=PRON|PronType=Rel , Gender=Masc|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs , Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Clitic=Yes|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Number=Sing|POS=PRON|Person=2|PronType=Prs , Mood=Cnd|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin , Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin , Clitic=Yes|Number=Plur|POS=PRON|Person=2|PronType=Prs , Clitic=Yes|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf , Mood=Imp|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Mood=Cnd|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Clitic=Yes|POS=VERB|PronType=Prs|VerbForm=Ger , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin , Mood=Cnd|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part , Number=Sing|POS=PRON|PronType=Int , Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin , Number=Plur|POS=PRON|Person=2|PronType=Prs , Clitic=Yes|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Inf , Clitic=Yes|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf , Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Definite=Def|POS=DET|PronType=Art , Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , POS=SYM , Clitic=Yes|Mood=Imp|Number=Sing|POS=VERB|Person=2|PronType=Prs|Tense=Pres|VerbForm=Fin , Clitic=Yes|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin , Clitic=Yes|Gender=Fem|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger , Degree=Abs|Gender=Fem|Number=Plur|POS=ADJ , Number=Sing|POS=PRON|PronType=Dem , POS=AUX|VerbForm=Ger , Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs , Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Inf , POS=PRON|PronType=Ind , Clitic=Yes|Mood=Imp|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin , POS=X , Gender=Masc|POS=ADJ , Clitic=Yes|Gender=Fem|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf , Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Mood=Cnd|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Clitic=Yes|Number=Sing|POS=VERB|Person=2|PronType=Prs|VerbForm=Inf , Clitic=Yes|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part , Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin , POS=PART , Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part , NumType=Ord|Number=Sing|POS=ADJ , Number=Plur|POS=DET|PronType=Int , Clitic=Yes|Mood=Sub|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin , Number=Plur|POS=DET|PronType=Rel , Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin , Clitic=Yes|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger , Clitic=Yes|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger , Clitic=Yes|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Ger , Clitic=Yes|Number=Sing|POS=AUX|Person=1|PronType=Prs|VerbForm=Ger , Clitic=Yes|Gender=Masc|Number=Plur|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf , Clitic=Yes|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin , Mood=Imp|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin , NumType=Range|POS=NUM , Number=Plur|POS=PRON|PronType=Dem , POS=VERB|Tense=Past|VerbForm=Part , Clitic=Yes|POS=ADV|PronType=Prs , Clitic=Yes|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin , Gender=Masc|POS=PRON|PronType=Rel , Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin , Clitic=Yes|Number=Sing|POS=AUX|Person=2|PronType=Prs|VerbForm=Inf , Clitic=Yes|Number=Sing|POS=VERB|Person=2|PronType=Prs|VerbForm=Ger , Mood=Imp|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin , Clitic=Yes|Gender=Fem|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin , Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin , Clitic=Yes|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part , Clitic=Yes|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Definite=Ind|POS=DET|PronType=Art , Clitic=Yes|Gender=Fem,Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part , Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Definite=Def|Number=Plur|POS=ADP|PronType=Art , Clitic=Yes|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , POS=DET|PronType=Ind , Number=Plur|POS=DET|PronType=Dem , Clitic=Yes|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Number=Plur|POS=DET|PronType=Tot , Clitic=Yes|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger , Number=Plur|POS=PRON|PronType=Ind , Clitic=Yes|Gender=Fem,Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part , Clitic=Yes|Number=Plur|POS=VERB|PronType=Prs|VerbForm=Inf , Number=Plur|POS=PRON|Poss=Yes|PronType=Prs , Number=Sing|POS=PRON|Poss=Yes|PronType=Prs , Number=Plur|POS=ADP , Clitic=Yes|Gender=Masc|Number=Sing|POS=ADV|Person=3|PronType=Prs , Clitic=Yes|Mood=Imp|Number=Plur|POS=VERB|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin , Clitic=Yes|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part , Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin , Mood=Cnd|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin , Mood=Cnd|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Clitic=Yes|Gender=Fem|Number=Plur|POS=ADV|Person=3|PronType=Prs , POS=DET|PronType=Tot , POS=PRON|PronType=Dem , Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin , Definite=Ind|Number=Sing|POS=DET|PronType=Art , NumType=Ord|POS=NUM , Clitic=Yes|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger , Gender=Masc|POS=DET|PronType=Dem , Clitic=Yes|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part , Gender=Masc|Number=Sing|POS=NOUN|Tense=Past|VerbForm=Part , Gender=Masc|Number=Plur|POS=DET|PronType=Int , Gender=Masc|Number=Plur|POS=PRON|PronType=Int , Gender=Fem|Number=Plur|POS=PRON|PronType=Int , Mood=Imp|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Sing|POS=DET|PronType=Int , Gender=Fem|Number=Sing|POS=PRON|PronType=Int , Number=Plur|POS=PRON|PronType=Int , Mood=Cnd|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Sing|POS=PRON|PronType=Int , Clitic=Yes|Number=Plur|POS=PRON|PronType=Prs , Foreign=Yes|Number=Sing|POS=X , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin , POS=PRON|PronType=Prs , Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin , Clitic=Yes|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Mood=Cnd|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin , POS=SCONJ|PronType=Rel , Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin , POS=PRON|Person=3|PronType=Rel , Clitic=Yes|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Ger , Mood=Sub|Number=Sing|POS=VERB|Person=3|VerbForm=Fin , Clitic=Yes|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin , Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin , Degree=Cmp|POS=ADJ , Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin , Definite=Def|Number=Plur|POS=DET|PronType=Art , Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Gender=Masc|Number=Sing|POS=ADP , Gender=Fem|POS=ADJ , Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin , Clitic=Yes|Number=Plur|POS=PRON|Person=3|PronType=Prs , Gender=Masc|POS=DET|Poss=Yes|PronType=Prs , Gender=Fem|Number=Plur|POS=PROPN , Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Number=Sing|POS=DET|PronType=Art , Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes|PronType=Prs , Foreign=Yes|POS=NOUN , Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin , Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Plur|POS=DET , Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin , Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin , Gender=Fem|Number=Plur|POS=DET , Number=Sing|POS=X , Foreign=Yes|Gender=Masc|POS=X , Clitic=Yes|Gender=Fem|Number=Plur|POS=PRON|PronType=Prs , Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|PronType=Prs , Clitic=Yes|Definite=Def|Gender=Fem|Number=Plur|POS=PRON|PronType=Art , Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin , Definite=Def|Gender=Fem|POS=DET , Definite=Def|POS=DET , Foreign=Yes|POS=PROPN , NumType=Card|POS=PROPN , Gender=Fem|Number=Sing|POS=DET , Degree=Abs|Gender=Masc|Number=Sing|POS=ADV , Gender=Masc|Number=Plur|POS=NOUN|Tense=Past|VerbForm=Part , Mood=Imp|Number=Plur|POS=VERB|Person=2 , Clitic=Yes|Number=Plur|POS=AUX|Person=1|PronType=Prs|VerbForm=Inf , Gender=Masc|Number=Sing|POS=DET , Number=Sing|POS=DET , Gender=Masc|Number=Sing|POS=PRON , POS=DET |
tagger |
A , AP , B , BN , B_PC , CC , CS , DD , DE , DI , DQ , DR , E , E_RD , FB , FC , FF , FS , I , N , NO , PART , PC , PC_PC , PD , PE , PI , PP , PQ , PR , RD , RI , S , SP , SW , SYM , T , V , VA , VA_PC , VM , VM_PC , VM_PC_PC , V_B , V_PC , V_PC_PC , X , _SP |
parser |
ROOT , acl , acl:relcl , advcl , advmod , amod , appos , aux , aux:pass , case , cc , ccomp , compound , conj , cop , csubj , dep , det , det:poss , det:predet , discourse , expl , expl:impers , expl:pass , fixed , flat , flat:foreign , flat:name , iobj , mark , nmod , nsubj , nsubj:pass , nummod , obj , obl , obl:agent , parataxis , punct , vocative , xcomp |
ner |
LOC , MISC , ORG , PER |
Accuracy
Type | Score |
---|---|
TOKEN_ACC |
99.93 |
TOKEN_P |
99.80 |
TOKEN_R |
99.78 |
TOKEN_F |
99.79 |
POS_ACC |
97.32 |
MORPH_ACC |
97.20 |
MORPH_MICRO_P |
98.63 |
MORPH_MICRO_R |
97.91 |
MORPH_MICRO_F |
98.27 |
TAG_ACC |
97.03 |
SENTS_P |
97.03 |
SENTS_R |
98.58 |
SENTS_F |
97.80 |
DEP_UAS |
91.21 |
DEP_LAS |
87.61 |
LEMMA_ACC |
97.19 |
ENTS_P |
87.65 |
ENTS_R |
87.68 |
ENTS_F |
87.67 |