Details: https://spacy.io/models/ru#ru_core_news_md
Russian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.
Feature | Description |
---|---|
Name | ru_core_news_md |
Version | 3.7.0 |
spaCy | >=3.7.0,<3.8.0 |
Default Pipeline | tok2vec , morphologizer , parser , attribute_ruler , lemmatizer , ner |
Components | tok2vec , morphologizer , parser , senter , attribute_ruler , lemmatizer , ner |
Vectors | 500002 keys, 20000 unique vectors (300 dimensions) |
Sources | Nerus (Alexander Kukushkin) Navec (Alexander Kukushkin) |
License | MIT |
Author | Explosion |
Label Scheme
View label scheme (900 labels for 3 components)
Component | Labels |
---|---|
morphologizer |
Case=Nom|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Anim|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Animacy=Inan|Case=Acc|POS=NUM , Animacy=Inan|Case=Gen|Gender=Fem|Number=Plur|POS=NOUN , Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN , POS=ADP , Case=Gen|Gender=Fem|Number=Sing|POS=DET , Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=NOUN , POS=PUNCT , Degree=Pos|POS=ADV , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid , Animacy=Inan|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN , Animacy=Anim|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN , Aspect=Perf|Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Case=Loc|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Inan|Case=Loc|Gender=Neut|Number=Plur|POS=NOUN , Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=PRON , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act , Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=NOUN , Foreign=Yes|POS=PROPN , Case=Loc|Gender=Fem|Number=Sing|POS=NUM , Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Animacy=Anim|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=NOUN , POS=NUM , Animacy=Inan|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=Third , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act , Animacy=Anim|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Inan|Case=Dat|Gender=Neut|Number=Sing|POS=NOUN , POS=DET , Animacy=Inan|Case=Nom|Gender=Fem|Number=Sing|POS=NOUN , Aspect=Perf|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Case=Dat|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Inan|Case=Dat|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Perf|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , POS=SCONJ , Animacy=Inan|Case=Ins|Gender=Neut|Number=Sing|POS=NOUN , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=Third , Case=Acc|POS=NUM , Case=Ins|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Inan|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN , POS=CCONJ , Case=Nom|POS=NUM , Animacy=Inan|Case=Dat|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Perf|Gender=Masc|Number=Sing|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass , Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Case=Ins|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Nom|Gender=Masc|Number=Sing|POS=DET , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Inan|Case=Acc|Gender=Fem|Number=Sing|POS=NOUN , Case=Nom|Gender=Fem|Number=Sing|POS=PRON , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Mid , Case=Ins|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Anim|Case=Nom|Gender=Fem|Number=Sing|POS=NOUN , Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Inan|Case=Dat|Gender=Fem|Number=Sing|POS=NOUN , Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=NOUN , Animacy=Inan|Case=Nom|Gender=Neut|Number=Plur|POS=NOUN , Degree=Pos|Number=Plur|POS=ADJ|StyleVariant=Short , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act , Aspect=Perf|POS=VERB|VerbForm=Inf|Voice=Act , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=PRON , Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Inan|Case=Loc|Gender=Fem|Number=Sing|POS=NOUN , Animacy=Inan|Case=Loc|Gender=Masc|Number=Plur|POS=NOUN , Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Aspect=Perf|Number=Plur|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Anim|Case=Acc|Gender=Masc|POS=NUM , Animacy=Anim|Case=Gen|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Anim|Case=Acc|Gender=Neut|Number=Plur|POS=NOUN , Mood=Cnd|POS=SCONJ , Case=Nom|Number=Plur|POS=PRON|Person=Third , POS=PART|Polarity=Neg , Aspect=Imp|POS=VERB|VerbForm=Inf|Voice=Mid , Animacy=Inan|Aspect=Perf|Case=Acc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Inan|Case=Acc|Gender=Fem|Number=Plur|POS=NOUN , POS=SPACE , Case=Nom|Number=Plur|POS=DET , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Anim|Case=Acc|Number=Plur|POS=PRON , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=NOUN , Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Animacy=Anim|Case=Gen|Gender=Masc|Number=Sing|POS=PROPN , Animacy=Anim|Case=Nom|Gender=Fem|Number=Sing|POS=PROPN , Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , POS=INTJ , Animacy=Inan|Case=Loc|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=PRON , Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act , Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=Third , Case=Nom|Number=Plur|POS=PRON , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass , Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|StyleVariant=Short , Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=Third , Case=Gen|POS=PRON , Animacy=Inan|Case=Dat|Gender=Neut|Number=Plur|POS=NOUN , Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN , Aspect=Imp|POS=VERB|VerbForm=Inf|Voice=Act , Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=Third , Animacy=Inan|Case=Acc|Number=Plur|POS=DET , Case=Nom|POS=PRON , Animacy=Anim|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN , POS=ADJ , Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=PROPN , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=Third , Case=Ins|Gender=Masc|Number=Sing|POS=DET , Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Perf|Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=NOUN , Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=PROPN , Case=Nom|Number=Sing|POS=PRON|Person=First , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=First|Tense=Pres|VerbForm=Fin|Voice=Act , Animacy=Inan|Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Mood=Cnd|POS=AUX , Case=Nom|Number=Plur|POS=PRON|Person=First , Case=Gen|Number=Plur|POS=DET , Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=PROPN , Aspect=Imp|Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Animacy=Inan|Case=Ins|Gender=Neut|Number=Sing|POS=PRON , Aspect=Perf|POS=VERB|VerbForm=Inf|Voice=Mid , Aspect=Perf|Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=DET , POS=PART , Case=Dat|Gender=Masc|Number=Sing|POS=DET , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=Third|Tense=Fut|VerbForm=Fin|Voice=Mid , Aspect=Perf|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid , Case=Nom|Gender=Masc|Number=Sing|POS=NUM , Animacy=Anim|Case=Dat|Gender=Fem|Number=Sing|POS=PROPN , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=Third|Tense=Fut|VerbForm=Fin|Voice=Mid , Case=Loc|Gender=Masc|Number=Sing|POS=DET , Aspect=Perf|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act , Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|StyleVariant=Short , Animacy=Inan|Case=Gen|Gender=Neut|Number=Plur|POS=NOUN , Animacy=Anim|Case=Dat|Gender=Masc|Number=Sing|POS=NOUN , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=Third , Aspect=Perf|Gender=Neut|Number=Sing|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Inan|Case=Loc|Gender=Fem|Number=Sing|POS=PROPN , Animacy=Inan|Case=Acc|Gender=Masc|Number=Plur|POS=NOUN , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=Third|Tense=Fut|VerbForm=Fin|Voice=Act , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid , Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=PRON , Aspect=Perf|Case=Loc|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=PROPN , Case=Dat|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Inan|Case=Dat|Gender=Masc|Number=Plur|POS=PROPN , Animacy=Inan|Case=Acc|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Inan|Case=Acc|Gender=Neut|Number=Plur|POS=NOUN , Foreign=Yes|POS=X , Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=PROPN , Aspect=Imp|POS=VERB|Tense=Pres|VerbForm=Conv|Voice=Act , Case=Gen|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Inan|Case=Ins|Gender=Fem|Number=Sing|POS=NOUN , Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act , Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Aspect=Imp|Case=Nom|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Case=Gen|POS=NUM , Animacy=Inan|Case=Acc|Gender=Masc|POS=NUM , Aspect=Imp|Case=Gen|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Animacy=Inan|Case=Ins|Gender=Fem|Number=Sing|POS=PROPN , Animacy=Inan|Case=Ins|Gender=Neut|Number=Sing|POS=PROPN , Animacy=Inan|Case=Nom|Gender=Fem|Number=Plur|POS=NOUN , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Pass , Aspect=Imp|POS=VERB|VerbForm=Inf|Voice=Pass , Case=Gen|Gender=Fem|Number=Sing|POS=NUM , Case=Ins|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Inan|Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=Third|Tense=Fut|VerbForm=Fin|Voice=Act , Animacy=Inan|Case=Ins|Gender=Neut|Number=Plur|POS=NOUN , Case=Loc|Gender=Fem|Number=Sing|POS=DET , Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN , Case=Loc|Gender=Masc|Number=Sing|POS=PRON , Aspect=Perf|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid , Animacy=Anim|Case=Dat|Gender=Masc|Number=Plur|POS=NOUN , Animacy=Anim|Case=Acc|Gender=Masc|Number=Plur|POS=NOUN , Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN , Animacy=Anim|Case=Ins|Gender=Masc|Number=Sing|POS=PROPN , Aspect=Perf|Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Animacy=Inan|Case=Nom|Gender=Fem|Number=Sing|POS=PROPN , Animacy=Inan|Case=Acc|Number=Plur|POS=PRON|Person=Third , Case=Nom|Gender=Masc|Number=Sing|POS=PRON , Case=Dat|POS=PRON , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Mid , Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=PROPN , Animacy=Inan|Case=Nom|Gender=Fem|Number=Plur|POS=PROPN , Case=Dat|Gender=Fem|Number=Sing|POS=PRON , Case=Ins|Number=Plur|POS=PRON|Person=Third , Animacy=Inan|Case=Acc|Gender=Fem|Number=Sing|POS=PROPN , Animacy=Inan|Case=Dat|Gender=Masc|Number=Plur|POS=NOUN , Aspect=Perf|Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Aspect=Imp|POS=AUX|VerbForm=Inf|Voice=Act , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act , Aspect=Imp|Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Aspect=Perf|Case=Dat|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|StyleVariant=Short , Degree=Cmp|POS=ADV , Aspect=Perf|Case=Loc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Aspect=Imp|Case=Ins|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass , Aspect=Perf|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid , Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=First|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Ins|Number=Plur|POS=DET , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=First|Tense=Fut|VerbForm=Fin|Voice=Act , Aspect=Imp|Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Animacy=Inan|Case=Dat|Gender=Neut|Number=Sing|POS=PRON , Case=Loc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Animacy=Inan|Case=Gen|Gender=Fem|Number=Plur|POS=PROPN , Case=Nom|Gender=Neut|Number=Sing|POS=DET , Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=PROPN , Aspect=Imp|Case=Nom|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Case=Gen|Gender=Masc|POS=NUM , Animacy=Anim|Case=Dat|Gender=Fem|Number=Sing|POS=NOUN , Aspect=Imp|Case=Ins|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Animacy=Anim|Case=Ins|Gender=Fem|Number=Sing|POS=NOUN , Aspect=Imp|Case=Nom|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Perf|Gender=Fem|Number=Sing|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass , Aspect=Perf|POS=VERB|Tense=Past|VerbForm=Conv|Voice=Act , Aspect=Imp|Case=Ins|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass , Case=Loc|Gender=Neut|Number=Sing|POS=DET , Animacy=Anim|Case=Gen|Gender=Fem|Number=Sing|POS=NOUN , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=PROPN , Aspect=Imp|Case=Loc|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Aspect=Imp|Case=Dat|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Aspect=Perf|Case=Loc|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Case=Dat|Number=Sing|POS=PRON|Person=Second , Case=Nom|Gender=Fem|Number=Sing|POS=DET , POS=ADV , Case=Acc|POS=PRON , Animacy=Anim|Case=Loc|Gender=Masc|Number=Sing|POS=NOUN , Case=Ins|Gender=Masc|Number=Sing|POS=NUM , Case=Ins|POS=NUM , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=First|Tense=Pres|VerbForm=Fin|Voice=Act , Aspect=Perf|Case=Nom|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Inan|Case=Ins|Gender=Fem|Number=Plur|POS=NOUN , Case=Gen|Gender=Masc|Number=Sing|POS=DET , Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Animacy=Anim|Case=Acc|Degree=Pos|Number=Plur|POS=ADJ , Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=Third , Case=Gen|Gender=Masc|Number=Sing|POS=NUM , Case=Acc|Gender=Masc|Number=Sing|POS=DET , Aspect=Perf|Case=Ins|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Case=Loc|POS=PRON , Animacy=Inan|Case=Acc|Degree=Pos|Number=Plur|POS=DET , Animacy=Inan|Case=Dat|Gender=Masc|Number=Sing|POS=PROPN , Case=Loc|Gender=Masc|Number=Sing|POS=PRON|Person=Third , Animacy=Anim|Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Case=Loc|Gender=Fem|Number=Sing|POS=PRON , Aspect=Perf|Case=Ins|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Anim|Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Aspect=Imp|Mood=Imp|Number=Plur|POS=VERB|Person=Second|VerbForm=Fin|Voice=Act , Case=Nom|Number=Plur|POS=PRON|Person=Second , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=Second|Tense=Fut|VerbForm=Fin|Voice=Act , POS=SYM , Degree=Cmp|POS=ADJ , Animacy=Inan|Case=Dat|Gender=Fem|Number=Sing|POS=PROPN , Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass , Case=Acc|Gender=Masc|POS=NUM , Animacy=Inan|Case=Nom|Gender=Masc|Number=Plur|POS=PROPN , Case=Nom|Gender=Fem|POS=NUM , Animacy=Inan|Case=Loc|Gender=Masc|Number=Plur|POS=PROPN , Animacy=Anim|Case=Acc|Gender=Fem|Number=Sing|POS=NOUN , Animacy=Anim|Case=Acc|Gender=Fem|Number=Sing|POS=PROPN , Aspect=Perf|Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Inan|Case=Gen|Gender=Masc|Number=Plur|POS=PROPN , Degree=Pos|POS=ADJ , Case=Ins|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Inan|Case=Ins|Gender=Masc|Number=Plur|POS=PROPN , Animacy=Anim|Case=Dat|Gender=Masc|Number=Sing|POS=PROPN , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass , Aspect=Imp|Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass , Case=Gen|Number=Plur|POS=PRON|Person=Third , Animacy=Inan|Case=Acc|Number=Plur|POS=PRON , Animacy=Anim|Case=Nom|Gender=Neut|Number=Plur|POS=NOUN , Animacy=Anim|Case=Gen|Gender=Neut|Number=Plur|POS=NOUN , Degree=Pos|Gender=Neut|Number=Sing|POS=PUNCT|StyleVariant=Short , Case=Ins|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ , Aspect=Imp|Case=Nom|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass , Animacy=Anim|Case=Ins|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Anim|Case=Acc|Gender=Fem|Number=Plur|POS=NOUN , Case=Dat|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Animacy=Anim|Case=Nom|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Anim|Case=Dat|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=SCONJ , Case=Loc|Gender=Neut|Number=Sing|POS=PRON , Aspect=Imp|Case=Nom|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Mid , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=First|Tense=Pres|VerbForm=Fin|Voice=Mid , Case=Dat|Number=Sing|POS=PRON|Person=First , Case=Acc|Gender=Fem|Number=Sing|POS=DET , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=Second|Tense=Pres|VerbForm=Fin|Voice=Mid , POS=NOUN , Case=Dat|Number=Plur|POS=PRON|Person=Third , Degree=Cmp|POS=NUM , Case=Gen|Gender=Neut|Number=Sing|POS=NUM , Aspect=Imp|Case=Nom|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass , Case=Loc|Number=Plur|POS=DET , Aspect=Perf|Case=Gen|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Aspect=Perf|Case=Nom|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Case=Dat|POS=NUM , Animacy=Anim|Aspect=Imp|Case=Acc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Case=Ins|Gender=Fem|Number=Sing|POS=PRON|Person=Third , Animacy=Anim|Case=Voc|Gender=Masc|Number=Sing|POS=NOUN , Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=Third , Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=NUM , Animacy=Anim|Case=Gen|Gender=Fem|Number=Sing|POS=PROPN , Animacy=Anim|Case=Nom|Gender=Neut|Number=Sing|POS=NOUN , Animacy=Inan|Case=Acc|Gender=Fem|POS=NUM , Aspect=Perf|Case=Loc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Perf|Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=PRON , Case=Ins|Gender=Fem|Number=Sing|POS=DET , Animacy=Anim|Case=Gen|Gender=Masc|Number=Plur|POS=PROPN , Animacy=Inan|Case=Par|Gender=Masc|Number=Sing|POS=NOUN , Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass , Aspect=Perf|Case=Nom|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Case=Gen|Gender=Masc|Number=Sing|POS=PRON , Case=Gen|Number=Plur|POS=DET|Person=Third , Animacy=Inan|Case=Dat|Gender=Neut|Number=Sing|POS=PROPN , Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=ADV , Case=Nom|Gender=Fem|Number=Sing|POS=NUM , Aspect=Perf|Case=Loc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Aspect=Imp|Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass , Case=Nom|Gender=Masc|POS=NUM , Aspect=Imp|Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Case=Loc|Gender=Fem|Number=Sing|POS=PRON|Person=Third , Animacy=Anim|Case=Ins|Gender=Neut|Number=Plur|POS=NOUN , Animacy=Inan|Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Perf|Case=Gen|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Case=Gen|Gender=Fem|POS=NUM , Animacy=Anim|Aspect=Imp|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , POS=ADV|Polarity=Neg , Case=Dat|Gender=Neut|Number=Sing|POS=PRON , Aspect=Perf|Case=Nom|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Case=Acc|Gender=Neut|POS=NUM , Aspect=Imp|Mood=Imp|Number=Sing|POS=VERB|Person=Second|VerbForm=Fin|Voice=Act , Case=Gen|Number=Sing|POS=PRON|Person=First , Case=Nom|Gender=Neut|POS=NUM , Case=Gen|POS=VERB|Polarity=Neg , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=Second|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Gen|Gender=Fem|Number=Sing|POS=PRON , Aspect=Imp|Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Case=Loc|Number=Plur|POS=PRON , Case=Loc|Number=Plur|POS=PRON|Person=Third , Case=Gen|Number=Plur|POS=PRON , Aspect=Perf|Case=Dat|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Case=Acc|Gender=Fem|Number=Sing|POS=NUM , Aspect=Imp|Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Animacy=Inan|Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , POS=CCONJ|Polarity=Neg , Animacy=Inan|Aspect=Imp|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Imp|Case=Gen|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass , Case=Ins|Gender=Masc|Number=Sing|POS=PRON|Person=Third , Case=Dat|Gender=Neut|Number=Sing|POS=DET , Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=PRON|Tense=Past|VerbForm=Fin|Voice=Act , Aspect=Imp|POS=VERB|Tense=Pres|VerbForm=Conv|Voice=Mid , Case=Gen|Gender=Neut|Number=Sing|POS=DET , Case=Nom|Number=Sing|POS=PRON|Person=Second , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=Second|Tense=Pres|VerbForm=Fin|Voice=Act , Animacy=Inan|Case=Loc|Gender=Fem|Number=Plur|POS=PROPN , Aspect=Perf|Case=Nom|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Pass , Case=Ins|Gender=Neut|Number=Sing|POS=DET , Animacy=Anim|Case=Acc|POS=NUM , Aspect=Imp|Number=Plur|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass , Aspect=Imp|Gender=Masc|Number=Sing|POS=VERB|StyleVariant=Short|Tense=Past|VerbForm=Part|Voice=Pass , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=Third , Case=Loc|Gender=Masc|Number=Sing|POS=NUM , Case=Dat|Gender=Masc|Number=Sing|POS=NUM , Aspect=Imp|Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Animacy=Anim|Case=Gen|Gender=Neut|Number=Sing|POS=NOUN , Case=Loc|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ , Case=Gen|Number=Plur|POS=PRON|Person=First , Case=Dat|Number=Plur|POS=PRON|Person=First , Case=Gen|Number=Plur|POS=PRON|Person=Second , Aspect=Perf|Mood=Imp|Number=Plur|POS=VERB|Person=Second|VerbForm=Fin|Voice=Act , Aspect=Perf|Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Case=Acc|Number=Sing|POS=PRON|Person=First , Foreign=Yes|POS=PUNCT , Aspect=Imp|Mood=Ind|Number=Sing|POS=PRON|Person=Third|Tense=Pres|VerbForm=Fin|Voice=Act , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=First|Tense=Pres|VerbForm=Fin|Voice=Act , Case=Gen|Gender=Fem|Number=Sing|POS=DET|Person=Third , Case=Dat|Degree=Sup|Number=Plur|POS=ADJ , Aspect=Perf|Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Aspect=Perf|Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Case=Loc|POS=NUM , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=First|Tense=Pres|VerbForm=Fin|Voice=Mid , Case=Dat|Number=Plur|POS=DET , Aspect=Imp|POS=AUX|Tense=Pres|VerbForm=Conv|Voice=Act , Aspect=Perf|Case=Ins|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Aspect=Imp|Case=Nom|Gender=Neut|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Case=Ins|POS=PRON , Case=Ins|Gender=Neut|Number=Sing|POS=PRON , Aspect=Perf|Case=Loc|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=Third , Aspect=Imp|Mood=Imp|Number=Sing|POS=VERB|Person=Second|VerbForm=Fin|Voice=Mid , Case=Nom|Gender=Neut|Number=Sing|POS=PRON , Animacy=Inan|Aspect=Imp|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , POS=PROPN , Aspect=Perf|Case=Loc|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Imp|Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=Second|Tense=Fut|VerbForm=Fin|Voice=Act , Case=Gen|Degree=Sup|Number=Plur|POS=ADJ , Animacy=Anim|Case=Ins|Gender=Fem|Number=Sing|POS=PROPN , Animacy=Inan|Case=Ins|Gender=Fem|Number=Plur|POS=PROPN , Case=Ins|Number=Plur|POS=PRON|Person=Second , Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=Third , Animacy=Anim|Case=Loc|Gender=Fem|Number=Sing|POS=NOUN , Aspect=Imp|Case=Ins|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Animacy=Inan|Aspect=Imp|Case=Acc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Imp|Case=Dat|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass , Aspect=Imp|Case=Loc|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass , Case=Ins|Number=Sing|POS=PRON|Person=First , Aspect=Imp|Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Aspect=Imp|Case=Loc|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=DET , Case=Gen|Gender=Masc|Number=Sing|POS=DET|Person=Third , Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Aspect=Imp|Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Case=Ins|Gender=Fem|Number=Sing|POS=NUM , Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=PUNCT , Animacy=Anim|Case=Dat|Gender=Neut|Number=Plur|POS=NOUN , Aspect=Imp|Case=Ins|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Aspect=Imp|Case=Loc|Gender=Neut|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Case=Ins|Gender=Masc|Number=Sing|POS=PRON , Animacy=Anim|Aspect=Imp|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Perf|Case=Ins|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PRON , Animacy=Inan|Case=Acc|Number=Plur|POS=PRON|Person=First , Animacy=Anim|Aspect=Perf|Case=Acc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Imp|Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Animacy=Inan|Aspect=Imp|Case=Acc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Animacy=Anim|Case=Acc|Gender=Neut|Number=Sing|POS=NOUN , Case=Ins|Number=Sing|POS=PRON|Person=Second , Aspect=Perf|Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Case=Dat|Gender=Fem|Number=Sing|POS=DET , Animacy=Anim|Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Case=Acc|Gender=Fem|Number=Sing|POS=PRON , Aspect=Perf|Case=Dat|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Case=Nom|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Inan|Case=Acc|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ , Aspect=Imp|Case=Loc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass , Case=Dat|Number=Plur|POS=PRON , Animacy=Inan|Case=Ins|Gender=Neut|Number=Plur|POS=PROPN , Animacy=Anim|Case=Loc|Gender=Masc|Number=Sing|POS=PROPN , Animacy=Anim|Case=Gen|Number=Plur|POS=DET , Aspect=Perf|Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Animacy=Inan|Case=Acc|Gender=Masc|Number=Plur|POS=PROPN , Case=Ins|Degree=Sup|Number=Plur|POS=ADJ , Case=Ins|Degree=Pos|Gender=Fem|Number=Sing|POS=DET , Case=Dat|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=ADV , Foreign=Yes|POS=PART , Case=Gen|Gender=Neut|Number=Sing|POS=PRON , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=First|Tense=Fut|VerbForm=Fin|Voice=Act , Case=Gen|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Inan|Aspect=Imp|Case=Acc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass , Animacy=Inan|Case=Dat|Gender=Fem|Number=Plur|POS=PROPN , Case=Nom|Degree=Pos|Number=Plur|POS=DET , Case=Loc|Gender=Fem|POS=NUM , Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=DET , Aspect=Perf|POS=VERB|Tense=Past|VerbForm=Conv|Voice=Mid , Aspect=Imp|Case=Loc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act , Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=PUNCT , Animacy=Anim|Case=Loc|Gender=Fem|Number=Sing|POS=PROPN , Aspect=Perf|Case=Ins|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=DET , Aspect=Perf|Case=Ins|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET , Animacy=Anim|Aspect=Imp|Case=Acc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Case=Loc|Gender=Neut|Number=Sing|POS=PRON|Person=Third , Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=PUNCT , Aspect=Imp|Case=Nom|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Animacy=Anim|Case=Loc|Gender=Masc|Number=Plur|POS=NOUN , Aspect=Perf|Case=Nom|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass , Animacy=Inan|Aspect=Perf|Case=Acc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Animacy=Inan|Case=Ins|Gender=Fem|Number=Sing|POS=ADV , Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=DET , Aspect=Imp|Case=Loc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=First|Tense=Fut|VerbForm=Fin|Voice=Mid , Case=Nom|Degree=Sup|Number=Plur|POS=ADJ , Aspect=Perf|Mood=Imp|Number=Sing|POS=VERB|Person=Second|VerbForm=Fin|Voice=Act , Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=DET , Case=Loc|Number=Sing|POS=PRON|Person=First , (truncated: full list in pipeline meta) |
parser |
ROOT , acl , acl:relcl , advcl , advmod , amod , appos , aux , aux:pass , case , cc , ccomp , compound , conj , cop , csubj , csubj:pass , dep , det , discourse , expl , fixed , flat , flat:foreign , flat:name , iobj , list , mark , nmod , nsubj , nsubj:pass , nummod , nummod:entity , nummod:gov , obj , obl , obl:agent , orphan , parataxis , punct , xcomp |
ner |
LOC , ORG , PER |
Accuracy
Type | Score |
---|---|
TOKEN_ACC |
99.68 |
TOKEN_P |
97.28 |
TOKEN_R |
98.31 |
TOKEN_F |
97.79 |
POS_ACC |
98.82 |
MORPH_ACC |
97.29 |
MORPH_MICRO_P |
98.88 |
MORPH_MICRO_R |
98.17 |
MORPH_MICRO_F |
98.52 |
SENTS_P |
99.87 |
SENTS_R |
99.85 |
SENTS_F |
99.86 |
DEP_UAS |
95.95 |
DEP_LAS |
94.75 |
TAG_ACC |
98.82 |
LEMMA_ACC |
0.00 |
ENTS_P |
94.38 |
ENTS_R |
94.75 |
ENTS_F |
94.57 |
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Evaluation results
- NER Precisionself-reported0.944
- NER Recallself-reported0.947
- NER F Scoreself-reported0.946
- TAG (XPOS) Accuracyself-reported0.988
- POS (UPOS) Accuracyself-reported0.988
- Morph (UFeats) Accuracyself-reported0.973
- Lemma Accuracyself-reported0.000
- Unlabeled Attachment Score (UAS)self-reported0.960
- Labeled Attachment Score (LAS)self-reported0.947
- Sentences F-Scoreself-reported0.999