Checksum .tar.gz:
094917aad64c174e0cf3f244567922b70f0533b5a2dee0416822abdc27bb6e08
Checksum .whl:43f456d40e4b70726874e01ce01fce32f50089ba98a2660292e9a6c63a06ebe9
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 | 3.8.0
|
spaCy | >=3.8.0,<3.9.0
|
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 |
Model size | 39 MB |
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
| 98.78 |
MORPH_ACC
| 97.08 |
MORPH_MICRO_P
| 98.76 |
MORPH_MICRO_R
| 98.02 |
MORPH_MICRO_F
| 98.39 |
SENTS_P
| 99.83 |
SENTS_R
| 99.77 |
SENTS_F
| 99.80 |
DEP_UAS
| 95.86 |
DEP_LAS
| 94.63 |
TAG_ACC
| 98.78 |
LEMMA_ACC
| 0.00 |
ENTS_P
| 94.88 |
ENTS_R
| 95.46 |
ENTS_F
| 95.17 |
Installation
pip install spacy
python -m spacy download ru_core_news_md