Checksum .tar.gz:
a64ca2b8953f33a9b713b60eab38bd4efeb2432133f040d5218809c8b0111310
Checksum .whl:69978d47b43e2c4f329bebdb155e8e9d3861bba1a58ba25551419dae7d7e07fc
Details: https://spacy.io/models/ru#ru_core_news_sm
Russian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.
| Feature | Description |
|---|---|
| Name | ru_core_news_sm
|
| 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 | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | Nerus (Alexander Kukushkin) |
| License | MIT
|
| Author | Explosion |
| Model size | 14 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
| 98.76 |
MORPH_ACC
| 97.10 |
MORPH_MICRO_P
| 98.74 |
MORPH_MICRO_R
| 98.01 |
MORPH_MICRO_F
| 98.37 |
SENTS_P
| 99.89 |
SENTS_R
| 99.83 |
SENTS_F
| 99.86 |
DEP_UAS
| 95.95 |
DEP_LAS
| 94.74 |
TAG_ACC
| 98.76 |
LEMMA_ACC
| 0.00 |
ENTS_P
| 94.05 |
ENTS_R
| 94.68 |
ENTS_F
| 94.36 |
Installation
pip install spacy
python -m spacy download ru_core_news_sm