Details: https://spacy.io/models/el#el_core_news_lg
Greek pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.
Feature | Description |
---|---|
Name | el_core_news_lg |
Version | 3.7.0 |
spaCy | >=3.7.0,<3.8.0 |
Default Pipeline | tok2vec , morphologizer , parser , lemmatizer , attribute_ruler , ner |
Components | tok2vec , morphologizer , parser , lemmatizer , senter , attribute_ruler , ner |
Vectors | 500000 keys, 500000 unique vectors (300 dimensions) |
Sources | UD Greek GDT v2.8 (Prokopidis, Prokopis) Greek NER Corpus (Google Summer of Code 2018) (Giannis Daras) Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion) |
License | CC BY-NC-SA 3.0 |
Author | Explosion |
Label Scheme
View label scheme (395 labels for 3 components)
Component | Labels |
---|---|
morphologizer |
Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Foreign=Yes|POS=X , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass , POS=ADP , Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , NumType=Card|POS=NUM , POS=NOUN , POS=ADV , POS=PUNCT , Case=Acc|Gender=Neut|Number=Plur|POS=NOUN , Case=Acc|Gender=Neut|Number=Plur|POS=ADP , Case=Gen|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Gen|Gender=Fem|Number=Sing|POS=NOUN , Case=Gen|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Gen|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act , Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Acc|Gender=Neut|Number=Sing|POS=ADP , Case=Acc|Gender=Neut|NumType=Ord|Number=Sing|POS=NUM , Case=Acc|Gender=Neut|Number=Sing|POS=NOUN , POS=CCONJ , Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Case=Nom|Gender=Masc|Number=Plur|POS=ADJ , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act , Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Acc|Gender=Neut|NumType=Card|Number=Plur|POS=NUM , Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Case=Nom|Gender=Masc|NumType=Card|Number=Plur|POS=NUM , POS=AUX , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|VerbForm=Fin|Voice=Pass , Case=Acc|Gender=Fem|Number=Plur|POS=ADP , Case=Acc|Gender=Masc|Number=Plur|POS=PROPN , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass , Case=Acc|Gender=Fem|Number=Sing|POS=NOUN , Case=Acc|Gender=Masc|Number=Plur|POS=ADJ , Case=Acc|Gender=Masc|Number=Plur|POS=NOUN , Case=Gen|Gender=Neut|NumType=Card|Number=Plur|POS=NUM , Case=Gen|Gender=Neut|Number=Plur|POS=NOUN , Case=Acc|Gender=Masc|Number=Sing|POS=ADP , Case=Acc|Gender=Masc|Number=Sing|POS=NOUN , Case=Acc|Gender=Neut|Number=Sing|POS=PROPN , Case=Nom|Gender=Masc|Number=Sing|POS=NOUN , Case=Nom|Gender=Masc|Number=Sing|POS=PROPN , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act , Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Rel , Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Case=Acc|Gender=Fem|Number=Plur|POS=NOUN , Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs , Case=Acc|Gender=Fem|Number=Sing|POS=ADP , Case=Acc|Gender=Fem|Number=Sing|POS=PROPN , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Acc|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art , Case=Acc|Gender=Neut|Number=Plur|POS=ADJ , Case=Gen|Gender=Neut|Number=Plur|POS=PROPN , Case=Acc|Gender=Neut|Number=Sing|POS=ADJ , Aspect=Imp|POS=VERB|VerbForm=Conv|Voice=Act , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Rel , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass , Case=Acc|Gender=Masc|Number=Plur|POS=ADP , Case=Gen|Gender=Fem|Number=Sing|POS=ADJ , Case=Gen|Gender=Fem|Number=Sing|POS=PROPN , Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art , Case=Gen|Gender=Neut|Number=Sing|POS=PROPN , Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Rel , Case=Nom|Gender=Neut|Number=Plur|POS=NOUN , Case=Gen|Gender=Masc|Number=Sing|POS=PROPN , Case=Nom|Gender=Masc|Number=Plur|POS=NOUN , Case=Nom|Gender=Fem|Number=Plur|POS=ADJ , Case=Nom|Gender=Fem|Number=Plur|POS=NOUN , Case=Nom|Gender=Fem|Number=Sing|POS=NOUN , Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Ind , Case=Nom|Gender=Neut|Number=Sing|POS=NOUN , Case=Nom|Gender=Neut|Number=Plur|POS=ADJ , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass , Case=Nom|Gender=Fem|Number=Sing|POS=ADJ , Case=Acc|Gender=Fem|Number=Sing|POS=ADJ , Case=Nom|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ , Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Case=Gen|Gender=Masc|Number=Plur|POS=NOUN , Case=Gen|Gender=Fem|Number=Plur|POS=NOUN , Case=Nom|Gender=Neut|NumType=Card|Number=Plur|POS=NUM , Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs , POS=SCONJ , Case=Nom|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Ind , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass , Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Rel , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|VerbForm=Fin|Voice=Act , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Rel , Case=Nom|Gender=Fem|Number=Sing|POS=PROPN , Case=Gen|Gender=Masc|Number=Sing|POS=ADJ , Case=Acc|Gender=Fem|NumType=Ord|Number=Sing|POS=NUM , Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass , Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Nom|Gender=Neut|Number=Sing|POS=ADJ , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act , Aspect=Perf|POS=VERB|VerbForm=Inf|Voice=Pass , Case=Acc|Gender=Fem|Number=Plur|POS=ADJ , Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art , Case=Nom|Gender=Masc|Number=Sing|POS=ADJ , Case=Gen|Gender=Neut|Number=Plur|POS=ADJ , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act , Aspect=Perf|POS=VERB|VerbForm=Inf|Voice=Act , Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Rel , Case=Nom|Gender=Masc|Number=Plur|POS=PROPN , Aspect=Perf|Case=Acc|Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Case=Gen|Gender=Masc|Number=Plur|POS=PROPN , POS=PART , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Ind , Case=Nom|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Dem , Case=Acc|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ , Case=Nom|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Dem , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass , Case=Gen|Gender=Fem|NumType=Ord|Number=Sing|POS=NUM , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|VerbForm=Fin|Voice=Pass , Case=Gen|Gender=Neut|Number=Sing|POS=NOUN , Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs , Abbr=Yes|POS=NOUN , Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Ind , Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Rel , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|VerbForm=Fin|Voice=Act , Case=Acc|Gender=Masc|Number=Sing|POS=PROPN , Case=Gen|Gender=Fem|Number=Plur|POS=ADJ , Case=Acc|Gender=Masc|Number=Sing|POS=ADJ , Case=Voc|Gender=Fem|Number=Sing|POS=NOUN , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Rel , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=1|VerbForm=Fin|Voice=Act , Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Gen|Gender=Neut|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Pass , Case=Nom|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Rel , Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs , Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Dem , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act , Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs , Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Dem , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind , Degree=Cmp|POS=ADV , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act , Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Dem , Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Ind,Rel , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Ind,Rel , Case=Gen|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Dem , Case=Nom|Gender=Fem|NumType=Card|Number=Sing|POS=NUM , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Ind , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Pass , Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Rel , Case=Acc|Gender=Neut|NumType=Card|Number=Sing|POS=NUM , Aspect=Perf|Case=Acc|Gender=Neut|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Dem , Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs , Case=Acc|Gender=Masc|NumType=Ord|Number=Sing|POS=NUM , Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Gen|Gender=Masc|NumType=Ord|Number=Sing|POS=NUM , Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Nom|Gender=Fem|NumType=Card|Number=Plur|POS=NUM , Case=Voc|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=1|VerbForm=Fin|Voice=Act , Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Ind,Rel , Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Dem , Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Rel , Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Dem , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Rel , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Rel , Case=Voc|Gender=Fem|Number=Plur|POS=NOUN , Case=Voc|Gender=Masc|Number=Plur|POS=NOUN , Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=2|PronType=Prs , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Int , Case=Gen|Gender=Masc|Number=Plur|POS=ADJ , Case=Gen|Gender=Neut|Number=Sing|POS=ADJ , Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Ind , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Ind , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Ind , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Dem , Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=1|VerbForm=Fin|Voice=Pass , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Pass , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Dem , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Dem , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=2|PronType=Prs , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Act , Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Rel , Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=2|Poss=Yes|PronType=Prs , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind , Case=Acc|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind,Rel , Case=Acc|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind , Aspect=Perf|Case=Nom|Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act , Case=Nom|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Dem , Case=Gen|Gender=Masc|NumType=Card|Number=Plur|POS=NUM , Case=Acc|Gender=Fem|NumType=Card|Number=Plur|POS=NUM , Case=Acc|Gender=Masc|NumType=Card|Number=Plur|POS=NUM , Case=Acc|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ , Case=Acc|Gender=Fem|Number=Plur|POS=PROPN , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Act , Aspect=Perf|Case=Gen|Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem , Case=Gen|Gender=Fem|NumType=Card|Number=Plur|POS=NUM , POS=SPACE , Case=Nom|Gender=Neut|Number=Sing|POS=PROPN , Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Case=Nom|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ , Case=Nom|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=2|VerbForm=Fin|Voice=Act , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=2|VerbForm=Fin|Voice=Pass , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Int , Aspect=Perf|Case=Acc|Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Abbr=Yes|POS=ADV , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind,Rel , Case=Nom|Gender=Neut|NumType=Ord|Number=Plur|POS=NUM , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Act , Case=Dat|Gender=Masc|Number=Sing|POS=NOUN , Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Dem , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Pass , Case=Acc|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ , Case=Gen|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ , Case=Gen|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Rel , Aspect=Perf|Case=Nom|Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind , Case=Dat|Gender=Neut|Number=Sing|POS=NOUN , Case=Gen|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Ind , Case=Acc|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ , Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Gen|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Ind,Rel , Case=Gen|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ , Case=Nom|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ , Case=Nom|Gender=Neut|Number=Plur|POS=PROPN , Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Rel , Case=Dat|Gender=Fem|Number=Sing|POS=NOUN , Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Aspect=Perf|Case=Acc|Gender=Neut|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Case=Acc|Gender=Fem|NumType=Sets|Number=Plur|POS=NUM , Aspect=Imp|POS=AUX|VerbForm=Conv|Voice=Act , Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Nom|Gender=Fem|NumType=Ord|Number=Sing|POS=NUM , Case=Nom|Gender=Fem|NumType=Sets|Number=Plur|POS=NUM , Case=Acc|Gender=Neut|Number=Plur|POS=PROPN , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass , Aspect=Perf|Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin|Voice=Act , Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=2|PronType=Prs , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Voc|Gender=Masc|Number=Sing|POS=ADJ , Case=Voc|Gender=Masc|Number=Plur|POS=ADJ , Case=Acc|Gender=Masc|NumType=Card|Number=Sing|POS=NUM , Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Ind , Case=Nom|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=1|VerbForm=Fin|Voice=Pass , Case=Nom|Gender=Masc|NumType=Ord|Number=Sing|POS=NUM , Aspect=Perf|Case=Gen|Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Aspect=Perf|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass , Aspect=Perf|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass , Case=Gen|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Pass , Case=Nom|Gender=Neut|NumType=Ord|Number=Sing|POS=NUM , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Pass , Case=Nom|Gender=Neut|NumType=Card|Number=Sing|POS=NUM , Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Dem , Case=Gen|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Acc|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Dat|Gender=Fem|Number=Sing|POS=ADJ , Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Rel , Case=Gen|Gender=Fem|NumType=Sets|Number=Plur|POS=NUM , Aspect=Perf|Case=Nom|Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Ind,Rel , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin|Voice=Pass , Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Int , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Act , Case=Acc|Gender=Neut|NumType=Ord|Number=Plur|POS=NUM , Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem , Case=Gen|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ , Case=Acc|Gender=Fem|NumType=Ord|Number=Plur|POS=NUM , Case=Nom|Gender=Fem|NumType=Ord|Number=Plur|POS=NUM , Case=Gen|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ , Case=Nom|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ , Case=Acc|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ , Case=Nom|Gender=Masc|NumType=Card|Number=Sing|POS=NUM , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind,Rel , Case=Acc|Gender=Fem|NumType=Card|Number=Sing|POS=NUM , Case=Nom|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Int , Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Ind , Aspect=Perf|Case=Gen|Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Case=Nom|Gender=Fem|NumType=Mult|Number=Sing|POS=NUM , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Masc|NumType=Mult|Number=Sing|POS=NUM , Case=Nom|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ , Case=Acc|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ , Case=Gen|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ , Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Int , Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Ind , Degree=Sup|POS=ADV , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass , Case=Nom|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Ind,Rel , Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Gen|Gender=Fem|Number=Plur|POS=PROPN , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass , Aspect=Perf|Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Past|VerbForm=Fin|Voice=Act , Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Int , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind,Rel , POS=SYM , Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Rel , Case=Nom|Gender=Masc|NumType=Ord|Number=Plur|POS=NUM , Case=Nom|Gender=Fem|Number=Plur|POS=PROPN , Aspect=Perf|Case=Nom|Gender=Neut|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Ind,Rel , Aspect=Perf|Case=Gen|Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act , Aspect=Perf|Case=Nom|Gender=Neut|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Case=Acc|Gender=Neut|NumType=Mult|Number=Sing|POS=NUM , Case=Acc|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ , Aspect=Perf|Case=Acc|Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Pass , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Int , Case=Gen|Gender=Neut|NumType=Ord|Number=Sing|POS=NUM , Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind , Case=Gen|Gender=Fem|NumType=Ord|Number=Plur|POS=NUM , Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Gen|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ |
parser |
ROOT , acl , acl:relcl , advcl , advmod , amod , appos , aux , case , cc , ccomp , conj , cop , csubj , csubj:pass , dep , det , fixed , flat , iobj , mark , nmod , nsubj , nsubj:pass , nummod , obj , obl , obl:agent , parataxis , punct , vocative , xcomp |
ner |
EVENT , GPE , LOC , ORG , PERSON , PRODUCT |
Accuracy
Type | Score |
---|---|
TOKEN_ACC |
100.00 |
TOKEN_P |
99.90 |
TOKEN_R |
99.95 |
TOKEN_F |
99.93 |
POS_ACC |
96.30 |
MORPH_ACC |
91.14 |
MORPH_MICRO_P |
96.20 |
MORPH_MICRO_R |
95.96 |
MORPH_MICRO_F |
96.08 |
SENTS_P |
92.14 |
SENTS_R |
93.05 |
SENTS_F |
92.59 |
DEP_UAS |
88.25 |
DEP_LAS |
84.54 |
LEMMA_ACC |
89.56 |
TAG_ACC |
93.30 |
ENTS_P |
75.40 |
ENTS_R |
78.57 |
ENTS_F |
76.95 |
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Evaluation results
- NER Precisionself-reported0.754
- NER Recallself-reported0.786
- NER F Scoreself-reported0.770
- TAG (XPOS) Accuracyself-reported0.933
- POS (UPOS) Accuracyself-reported0.963
- Morph (UFeats) Accuracyself-reported0.911
- Lemma Accuracyself-reported0.896
- Unlabeled Attachment Score (UAS)self-reported0.882
- Labeled Attachment Score (LAS)self-reported0.845
- Sentences F-Scoreself-reported0.926