Checksum .tar.gz:
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Details: https://spacy.io/models/uk#uk_core_news_trf
Ukrainian transformer pipeline (Transformer(name='ukr-models/xlm-roberta-base-uk', piece_encoder='xlm-roberta-sentencepiece', stride=168, type='xlm-roberta', width=768, window=216, vocab_size=31274)). Components: transformer, morphologizer, parser, ner, attribute_ruler, lemmatizer.
Feature | Description |
---|---|
Name | uk_core_news_trf
|
Version | 3.8.0
|
spaCy | >=3.8.0,<3.9.0
|
Default Pipeline | transformer , morphologizer , parser , attribute_ruler , lemmatizer , ner
|
Components | transformer , morphologizer , parser , attribute_ruler , lemmatizer , ner
|
Vectors | 0 keys, 0 unique vectors (0 dimensions) |
Sources | Ukr-Synth (e5d9eaf3) (Volodymyr Kurnosov) ukr-models/xlm-roberta-base-uk (Volodymyr Kurnosov and Yinhan Liu and Myle Ott and Naman Goyal and Jingfei Du and Mandar Joshi and Danqi Chen and Omer Levy and Mike Lewis and Luke Zettlemoyer and Veselin Stoyanov) |
License | MIT
|
Author | Explosion |
Model size | 391 MB |
Label Scheme
View label scheme (1210 labels for 3 components)
Component | Labels |
---|---|
morphologizer
| POS=CCONJ , Degree=Cmp|POS=ADV , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Animacy=Inan|Case=Nom|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Inan|Case=Ins|Gender=Fem|Number=Sing|POS=NOUN , POS=PUNCT , Case=Gen|Number=Plur|POS=DET|PronType=Dem , Animacy=Inan|Case=Gen|Gender=Fem|Number=Plur|POS=NOUN , POS=ADV|PronType=Rel , POS=PART , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin , Aspect=Imp|POS=VERB|VerbForm=Inf , Animacy=Inan|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN , Animacy=Anim|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN , Animacy=Inan|Case=Acc|Gender=Masc|Number=Plur|POS=NOUN , Case=Loc|POS=ADP , Case=Loc|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Anim|Case=Nom|Gender=Masc|NameType=Giv|Number=Sing|POS=PROPN , Animacy=Anim|Case=Nom|Gender=Masc|NameType=Sur|Number=Sing|POS=PROPN , POS=ADV , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin , Animacy=Inan|Case=Loc|Gender=Masc|Number=Plur|POS=NOUN , Case=Gen|POS=ADP , Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem , Case=Loc|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ|Uninflect=Yes , Abbr=Yes|Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=NOUN|Uninflect=Yes , Case=Nom|NumType=Card|POS=DET|PronType=Ind , Animacy=Anim|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=NOUN , Case=Gen|Number=Plur|POS=ADJ , Animacy=Inan|Case=Gen|Gender=Neut|Number=Plur|POS=NOUN , Case=Loc|Number=Plur|POS=ADJ , POS=SCONJ , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Aspect=Perf|POS=VERB|VerbForm=Inf , Degree=Pos|POS=ADV , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Animacy=Anim|Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN , Case=Loc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem , Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=NOUN , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Animacy=Inan|Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=ADJ , Aspect=Perf|Mood=Ind|POS=VERB|Person=0|VerbForm=Fin , Case=Gen|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ|Uninflect=Yes , Animacy=Inan|Case=Loc|Gender=Fem|Number=Sing|POS=PROPN , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Animacy=Anim|Case=Acc|Number=Plur|POS=DET|PronType=Tot , POS=PART|Polarity=Neg , Animacy=Inan|Case=Gen|Gender=Neut|Number=Plur|POS=NOUN|Uninflect=Yes , Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=NOUN , POS=PUNCT|PunctType=Quot , POS=PUNCT|PunctType=Dash , Aspect=Perf|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin , POS=ADV|PronType=Dem , Animacy=Inan|Case=Nom|Gender=Fem|Number=Sing|POS=NOUN , Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=PROPN , Case=Acc|POS=ADP , Animacy=Inan|Case=Acc|Gender=Fem|Number=Sing|POS=NOUN , Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Aspect=Perf|Case=Gen|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=NOUN , Foreign=Yes|POS=X , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin , Case=Ins|POS=ADP , Animacy=Inan|Case=Ins|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem , Case=Nom|Number=Plur|POS=ADJ , Animacy=Anim|Case=Nom|Gender=Fem|Number=Plur|POS=NOUN , Abbr=Yes|Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=NOUN|Uninflect=Yes , Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Inan|Case=Nom|Gender=Fem|Number=Sing|POS=PROPN , Animacy=Inan|Case=Acc|Number=Ptan|POS=NOUN , Case=Nom|Number=Plur|POS=DET|PronType=Rel , Case=Ins|Number=Plur|POS=PRON|Person=3|PronType=Prs , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Tense=Past|VerbForm=Fin , Aspect=Perf|Case=Nom|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass , Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Nom|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes , Animacy=Inan|Case=Nom|Gender=Neut|Number=Plur|POS=NOUN , Aspect=Imp|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin , Case=Ins|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Inan|Case=Dat|POS=PRON|PronType=Neg , Case=Nom|Degree=Pos|Number=Plur|POS=ADJ , Animacy=Anim|Case=Acc|Gender=Masc|Number=Plur|POS=NOUN , Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Tot , Case=Ins|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem , Case=Nom|Gender=Masc|Number=Sing|POS=ADJ , Case=Gen|Degree=Pos|Number=Plur|POS=ADJ , Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Case=Ins|Gender=Masc|Number=Sing|POS=ADJ , Aspect=Perf|POS=VERB|Tense=Past|VerbForm=Conv , Animacy=Inan|Case=Acc|Gender=Fem|Number=Plur|POS=NOUN , Aspect=Imp|Case=Gen|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Case=Acc|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Inan|Case=Loc|Gender=Fem|Number=Sing|POS=NOUN , Animacy=Inan|Case=Acc|Degree=Pos|Number=Plur|POS=ADJ , Case=Loc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Anim|Case=Gen|Number=Plur|POS=PRON|Person=2|PronType=Prs , Case=Nom|NumType=Card|POS=DET|PronType=Dem , Animacy=Anim|Case=Gen|Number=Ptan|POS=NOUN , Animacy=Inan|Case=Loc|Gender=Masc|Number=Sing|POS=PROPN , Case=Gen|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Anim|Case=Acc|Gender=Fem|Number=Sing|POS=NOUN , Aspect=Perf|Case=Gen|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Aspect=Perf|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin , Animacy=Inan|Case=Gen|Number=Ptan|POS=NOUN , Abbr=Yes|Animacy=Anim|Case=Nom|Gender=Masc|NameType=Giv|Number=Sing|POS=PROPN|Uninflect=Yes , Abbr=Yes|Animacy=Anim|Case=Nom|Gender=Masc|NameType=Sur|Number=Sing|POS=PROPN|Uninflect=Yes , Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Int , Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int , Case=Acc|Gender=Neut|Number=Sing|POS=ADJ , Case=Nom|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Anim|Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs , Animacy=Inan|Case=Acc|Number=Plur|POS=ADJ , Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN|Uninflect=Yes , Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin , Case=Gen|Gender=Fem|Number=Sing|POS=ADJ , Case=Acc|Gender=Neut|NumType=Ord|Number=Sing|POS=ADJ|Uninflect=Yes , Animacy=Inan|Case=Dat|Gender=Neut|Number=Sing|POS=NOUN , Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Rel , Animacy=Anim|Case=Gen|Gender=Fem|Number=Sing|POS=NOUN , Aspect=Perf|Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Animacy=Anim|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN , Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Case=Nom|NumType=Card|POS=NUM|Uninflect=Yes , Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=NOUN , Animacy=Inan|Case=Acc|Number=Plur|POS=DET|PronType=Tot , Case=Ins|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=PROPN , Abbr=Yes|Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN|Uninflect=Yes , Animacy=Anim|Case=Nom|Gender=Fem|Number=Sing|POS=NOUN , Animacy=Anim|Case=Nom|Gender=Fem|NameType=Giv|Number=Sing|POS=PROPN , Animacy=Anim|Case=Nom|Gender=Fem|NameType=Sur|Number=Sing|POS=PROPN , Animacy=Anim|Case=Dat|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Anim|Case=Acc|Gender=Fem|NameType=Giv|Number=Sing|POS=PROPN , Animacy=Anim|Case=Acc|Gender=Fem|NameType=Sur|Number=Sing|POS=PROPN , Case=Acc|Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes , Animacy=Anim|Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs , Animacy=Inan|Case=Acc|Gender=Fem|Number=Sing|POS=PROPN , Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Anim|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN , Animacy=Inan|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN , Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=NOUN|Uninflect=Yes , Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=NOUN|Uninflect=Yes , Case=Loc|Number=Plur|POS=DET|PronType=Ind , Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=NOUN|Uninflect=Yes , Animacy=Inan|Case=Loc|Gender=Fem|Number=Plur|POS=NOUN , Case=Ins|Number=Plur|POS=ADJ , Case=Gen|NumType=Card|POS=NUM|Uninflect=Yes , Animacy=Anim|Case=Gen|Gender=Fem|Number=Plur|POS=NOUN , Case=Ins|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Animacy=Anim|Case=Dat|Gender=Fem|NameType=Giv|Number=Sing|POS=PROPN , Animacy=Anim|Case=Nom|Gender=Fem|NameType=Sur|Number=Sing|POS=PROPN|Uninflect=Yes , Abbr=Yes|Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=PROPN|Uninflect=Yes , Animacy=Anim|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN , Aspect=Perf|Case=Acc|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Aspect=Imp|Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin , Case=Loc|Gender=Neut|NumType=Ord|Number=Sing|POS=ADJ|Uninflect=Yes , Abbr=Yes|Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=NOUN|Uninflect=Yes , Case=Acc|NumType=Card|POS=DET|PronType=Ind , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Abbr=Yes|Animacy=Inan|Case=Ins|Gender=Masc|Number=Sing|POS=NOUN|Uninflect=Yes , Animacy=Inan|Case=Ins|Gender=Masc|Number=Plur|POS=NOUN , Case=Ins|Gender=Masc|Number=Sing|POS=DET|PronType=Tot , Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Case=Acc|NumType=Card|POS=NUM|Uninflect=Yes , Animacy=Inan|Case=Acc|Gender=Fem|NumType=Card|Number=Plur|POS=NOUN , Case=Gen|Degree=Cmp|Number=Plur|POS=ADJ , Case=Acc|Gender=Fem|Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs , Case=Gen|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs , Animacy=Inan|Case=Acc|Degree=Pos|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ , Case=Ins|Gender=Masc|Number=Sing|POS=DET|PronType=Rel , Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Tot , Case=Acc|Gender=Fem|Number=Sing|POS=ADJ , Case=Nom|Number=Plur|POS=DET|PronType=Dem , Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel , Degree=Abs|POS=ADV , Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Tot|Variant=Short , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Hyph=Yes|POS=ADJ|Variant=Short , Case=Nom|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ , Degree=Sup|POS=ADV , Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Animacy=Inan|Case=Ins|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Nom|Gender=Neut|Number=Sing|POS=ADJ , Abbr=Yes|Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN|Uninflect=Yes , Animacy=Inan|Case=Acc|Number=Plur|POS=DET|PronType=Rel , Abbr=Yes|Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=PROPN|Uninflect=Yes , Case=Loc|Gender=Fem|Number=Sing|POS=ADJ , Abbr=Yes|Animacy=Anim|Case=Ins|Gender=Fem|Number=Sing|POS=PROPN|Uninflect=Yes , Case=Acc|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Case=Loc|Degree=Pos|Number=Plur|POS=ADJ , Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Abbr=Yes|Animacy=Inan|Case=Gen|Gender=Fem|Number=Sing|POS=NOUN|Uninflect=Yes , Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN , Animacy=Inan|Case=Gen|Number=Ptan|POS=PROPN , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin , Aspect=Imp|POS=AUX|VerbForm=Inf , Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin , Animacy=Inan|Case=Nom|Number=Plur|POS=PROPN|Uninflect=Yes , Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Case=Dat|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Inan|Case=Dat|Gender=Masc|Number=Sing|POS=NOUN , POS=INTJ , Case=Acc|Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ , Aspect=Imp|Case=Acc|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Loc|Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Rel , Aspect=Perf|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin , Case=Dat|Number=Plur|POS=ADJ , Animacy=Inan|Case=Dat|Gender=Fem|Number=Plur|POS=NOUN , Abbr=Yes|Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=NOUN|Uninflect=Yes , Case=Dat|Gender=Fem|Number=Sing|POS=ADJ , Animacy=Inan|Case=Dat|Gender=Fem|Number=Sing|POS=NOUN , Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Animacy=Inan|Case=Gen|Foreign=Yes|Gender=Masc|Number=Sing|POS=X|Uninflect=Yes , Aspect=Imp|Gender=Neut|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin , Case=Acc|Gender=Fem|NumType=Card|POS=NUM|Uninflect=Yes , Animacy=Inan|Case=Acc|Gender=Neut|Number=Plur|POS=NOUN|Uninflect=Yes , Case=Loc|NumType=Card|POS=NUM|Uninflect=Yes , Aspect=Perf|Case=Loc|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass , Animacy=Anim|Case=Dat|Gender=Masc|Number=Plur|POS=NOUN , Animacy=Anim|Case=Gen|Number=Plur|POS=PRON|Person=1|PronType=Prs , Case=Ins|Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind , Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel , Animacy=Anim|Case=Ins|Number=Plur|POS=PRON|Person=1|PronType=Prs , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Rel , Animacy=Anim|Case=Dat|Gender=Fem|Number=Plur|POS=NOUN , Animacy=Anim|Case=Gen|Gender=Masc|NameType=Giv|Number=Sing|POS=PROPN , Animacy=Anim|Case=Gen|Gender=Masc|NameType=Sur|Number=Sing|POS=PROPN , Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Animacy=Anim|Case=Acc|Gender=Masc|NameType=Giv|Number=Sing|POS=PROPN , Animacy=Anim|Case=Acc|Gender=Masc|NameType=Sur|Number=Sing|POS=PROPN , Animacy=Inan|Case=Loc|Number=Ptan|POS=NOUN , Case=Gen|Gender=Neut|NumType=Ord|Number=Sing|POS=ADJ|Uninflect=Yes , Case=Nom|NumType=Card|POS=NUM , POS=SYM , Case=Loc|Gender=Neut|NumType=Ord|Number=Sing|POS=ADJ , Case=Ins|NumType=Card|POS=NUM|Uninflect=Yes , Case=Loc|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Animacy=Inan|Case=Ins|Gender=Neut|Number=Sing|POS=NOUN , Case=Acc|NumType=Card|POS=NUM , Case=Gen|Gender=Neut|Number=Sing|POS=ADJ , Abbr=Yes|Animacy=Inan|Case=Nom|Gender=Fem|Number=Sing|POS=NOUN|Uninflect=Yes , Case=Gen|POS=PRON|PronType=Prs|Reflex=Yes , Animacy=Inan|Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Tot , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin , Aspect=Perf|Case=Ins|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Ins|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Aspect=Imp|POS=VERB|Tense=Pres|VerbForm=Conv , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Tot , Abbr=Yes|Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN|Uninflect=Yes , Abbr=Yes|Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN|Uninflect=Yes , Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs , Animacy=Inan|Case=Acc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Animacy=Inan|Case=Acc|Gender=Neut|Number=Plur|POS=NOUN , Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=ADJ , Case=Ins|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Aspect=Perf|Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin , Case=Dat|POS=PRON|PronType=Prs|Reflex=Yes , Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Animacy=Inan|Case=Acc|Gender=Masc|NumType=Card|POS=NUM , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN|Uninflect=Yes , Case=Nom|Degree=Pos|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ , Animacy=Anim|Case=Nom|Gender=Fem|NameType=Giv|Number=Sing|POS=PROPN|Uninflect=Yes , Case=Gen|NumType=Card|POS=NUM , Case=Ins|Number=Plur|POS=DET|PronType=Rel , Case=Nom|Gender=Fem|Number=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs , Animacy=Anim|Case=Nom|Gender=Masc|NameType=Sur|Number=Sing|POS=PROPN|Uninflect=Yes , Animacy=Inan|Case=Dat|Gender=Fem|Number=Sing|POS=PROPN , Case=Nom|Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ , Animacy=Inan|Case=Nom|Gender=Fem|Number=Sing|POS=PROPN|Uninflect=Yes , Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Prs|Reflex=Yes , Animacy=Inan|Case=Ins|Gender=Fem|Number=Sing|POS=PROPN , Case=Ins|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Case=Gen|Number=Plur|POS=DET|PronType=Tot , Animacy=Anim|Case=Acc|Gender=Fem|Number=Plur|POS=NOUN , Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Gen|Number=Plur|POS=DET|PronType=Prs|Reflex=Yes , Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Tot , Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Rel , Aspect=Perf|Case=Ins|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=NOUN|Uninflect=Yes , Animacy=Anim|Case=Gen|Gender=Masc|NameType=Sur|Number=Sing|POS=PROPN|Uninflect=Yes , Animacy=Anim|Case=Gen|Gender=Fem|NameType=Sur|Number=Sing|POS=PROPN|Uninflect=Yes , Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Rel , Aspect=Perf|Case=Nom|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Nom|Gender=Neut|Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs , Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem , Animacy=Inan|Case=Ins|Gender=Neut|Number=Plur|POS=NOUN , Animacy=Anim|Case=Acc|Number=Plur|POS=DET|PronType=Rel , Case=Loc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Case=Ins|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes , Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Animacy=Anim|Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs , Abbr=Yes|Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=NOUN|Uninflect=Yes , Animacy=Anim|Case=Gen|Gender=Fem|NameType=Giv|Number=Sing|POS=PROPN , Hyph=Yes|POS=ADJ , POS=ADV|PronType=Ind , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Prs|Reflex=Yes , Case=Gen|Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ , Animacy=Anim|Case=Voc|Gender=Fem|NameType=Giv|Number=Sing|POS=PROPN , Abbr=Yes|Animacy=Inan|Case=Gen|Gender=Fem|NumType=Card|Number=Plur|POS=NOUN|Uninflect=Yes , Abbr=Yes|Animacy=Inan|Case=Gen|Gender=Fem|Number=Plur|POS=NOUN|Uninflect=Yes , Animacy=Inan|Case=Gen|Gender=Fem|NumType=Card|Number=Sing|POS=NOUN , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Case=Nom|Number=Plur|POS=DET|PronType=Ind , Case=Nom|Degree=Cmp|Number=Plur|POS=ADJ , POS=ADV|PronType=Neg , Case=Nom|Number=Plur|POS=DET|PronType=Tot , Case=Gen|Number=Plur|POS=DET|PronType=Rel , Animacy=Anim|Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs , Animacy=Anim|Case=Acc|Number=Plur|POS=DET|PronType=Dem , Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Case=Ins|Number=Plur|POS=DET|PronType=Tot , Case=Ins|Degree=Pos|Number=Plur|POS=ADJ , Case=Loc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind , Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|Variant=Short , Animacy=Inan|Case=Gen|Gender=Masc|Number=Plur|POS=NOUN|Uninflect=Yes , Abbr=Yes|Animacy=Inan|Case=Gen|Gender=Masc|NumType=Card|Number=Plur|POS=NOUN|Uninflect=Yes , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Rel , Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=PROPN , Abbr=Yes|Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=PROPN|Uninflect=Yes , Animacy=Anim|Case=Acc|Number=Plur|POS=ADJ , Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Tot , Case=Ins|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin , Animacy=Anim|Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Case=Gen|Gender=Neut|Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs , POS=PART|PartType=Conseq , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Prs|Reflex=Yes , Case=Nom|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Anim|Case=Nom|Gender=Masc|Number=Sing|POS=PROPN , Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=PROPN|Uninflect=Yes , Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Dem , Case=Gen|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Aspect=Perf|Case=Nom|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Animacy=Anim|Case=Ins|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Gen|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ , Case=Gen|NumType=Card|POS=DET|PronType=Ind , Mood=Cnd|POS=AUX , Abbr=Yes|Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN|Uninflect=Yes , Animacy=Inan|Case=Acc|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ , Aspect=Imp|Case=Gen|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass , Aspect=Perf|Case=Loc|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Loc|Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Animacy=Inan|Case=Acc|Number=Plur|POS=DET|PronType=Dem , Abbr=Yes|Animacy=Inan|Case=Nom|Gender=Fem|Number=Sing|POS=PROPN|Uninflect=Yes , POS=ADJ , Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Case=Gen|Degree=Sup|Number=Plur|POS=ADJ , Animacy=Inan|Case=Nom|Gender=Masc|Number=Sing|POS=NOUN|Uninflect=Yes , Animacy=Inan|Case=Nom|Number=Ptan|POS=NOUN , Aspect=Perf|Case=Acc|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Ins|Gender=Fem|Number=Sing|POS=DET|PronType=Rel , Case=Gen|Gender=Fem|Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs , Animacy=Inan|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN|Uninflect=Yes , Case=Dat|POS=ADP , Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN , Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Ind , Case=Gen|Gender=Neut|NumType=Card|POS=NUM , Animacy=Anim|Case=Ins|Gender=Fem|Number=Sing|POS=NOUN , Case=Gen|Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ|Uninflect=Yes , Case=Loc|Degree=Pos|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ , Case=Ins|Gender=Neut|Number=Sing|POS=ADJ , Animacy=Inan|Case=Gen|Gender=Fem|NumType=Card|Number=Plur|POS=NOUN , Animacy=Anim|Case=Nom|POS=PRON|PronType=Ind , Abbr=Yes|Animacy=Inan|Case=Gen|Number=Ptan|POS=NOUN|Uninflect=Yes , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Neg|Variant=Short , Case=Loc|Gender=Neut|Number=Sing|POS=ADJ , Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , POS=X , Case=Nom|Gender=Masc|NumType=Card|POS=NUM|Uninflect=Yes , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Rel , Aspect=Imp|Gender=Fem|Mood=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin , Animacy=Inan|Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel , Animacy=Inan|Case=Ins|Number=Ptan|POS=NOUN , Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Loc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Animacy=Inan|Case=Gen|Number=Ptan|POS=NOUN|Uninflect=Yes , POS=ADV|PronType=Int , Aspect=Imp|POS=VERB|Polarity=Neg|Tense=Pres|VerbForm=Conv , Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Animacy=Inan|Case=Loc|Gender=Fem|Number=Sing|POS=PROPN|Uninflect=Yes , Case=Acc|NumType=Card|Number=Plur|POS=NUM|Uninflect=Yes , Animacy=Inan|Case=Gen|Number=Ptan|POS=PROPN|Uninflect=Yes , Case=Nom|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ , Aspect=Perf|Case=Gen|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Act , Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Animacy=Inan|Case=Nom|Number=Ptan|POS=PROPN|Uninflect=Yes , Animacy=Inan|Case=Loc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem , Case=Loc|Gender=Masc|NumType=Card|POS=NUM , Animacy=Inan|Case=Loc|Gender=Neut|Number=Plur|POS=NOUN , Animacy=Inan|Aspect=Perf|Case=Acc|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Rel , Case=Gen|Gender=Masc|NumType=Card|POS=NUM , Animacy=Inan|Case=Dat|Gender=Masc|Number=Plur|POS=NOUN , Animacy=Inan|Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Gen|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Animacy=Anim|Case=Nom|POS=PRON|PronType=Neg , Animacy=Anim|Case=Ins|Gender=Masc|NameType=Giv|Number=Sing|POS=PROPN , Animacy=Anim|Case=Ins|Gender=Masc|NameType=Sur|Number=Sing|POS=PROPN , Case=Nom|Gender=Fem|NumType=Card|POS=NUM|Uninflect=Yes , Case=Gen|Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes , Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Animacy=Inan|Case=Loc|Number=Ptan|POS=PROPN|Uninflect=Yes , Aspect=Imp|Case=Ins|Number=Plur|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act , Case=Acc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes , Animacy=Anim|Case=Acc|Number=Ptan|POS=NOUN , Animacy=Anim|Case=Gen|Gender=Fem|NameType=Sur|Number=Sing|POS=PROPN , Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Dat|Number=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs , Case=Gen|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ , Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Tot , Case=Gen|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ , Animacy=Inan|Case=Acc|Number=Plur|POS=DET|PronType=Prs|Reflex=Yes , Case=Loc|NumType=Card|POS=NUM , Case=Ins|Gender=Masc|NumType=Card|POS=NUM , Case=Acc|Gender=Masc|NumType=Card|POS=NUM , Case=Acc|Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes , Case=Loc|Gender=Masc|Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs , Case=Loc|Degree=Pos|Gender=Neut|NumType=Ord|Number=Sing|POS=ADJ , Aspect=Perf|Case=Ins|Degree=Pos|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Ins|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Case=Loc|Number=Plur|POS=DET|PronType=Dem , Case=Nom|Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Abbr=Yes|Animacy=Inan|Case=Loc|Gender=Fem|Number=Sing|POS=NOUN|Uninflect=Yes , Animacy=Anim|Animacy[gram]=Inan|Case=Acc|Gender=Fem|Number=Plur|POS=NOUN , Case=Loc|Gender=Fem|Number=Sing|POS=DET|PronType=Tot , Case=Ins|Degree=Pos|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ , Animacy=Anim|Case=Gen|Gender=Masc|NameType=Giv|Number=Sing|POS=PROPN|Uninflect=Yes , Case=Gen|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ , Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Rel , Animacy=Inan|Case=Loc|Number=Ptan|POS=PROPN , Aspect=Imp|Case=Nom|Gender=Masc|Number=Sing|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act , Case=Acc|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Case=Gen|Number=Plur|POS=DET|PronType=Neg , Animacy=Inan|Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel , Aspect=Imp|Case=Nom|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Dat|Degree=Pos|Number=Plur|POS=ADJ , Case=Loc|Gender=Neut|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes , Case=Nom|Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ , Animacy=Anim|Case=Acc|Gender=Masc|NameType=Giv|Number=Sing|POS=PROPN|Uninflect=Yes , Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem , Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Abbr=Yes|Animacy=Inan|Case=Nom|Gender=Fem|Number=Plur|POS=NOUN|Uninflect=Yes , Case=Acc|Gender=Neut|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes , Aspect=Perf|Case=Gen|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass , Case=Gen|Number=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs , Animacy=Inan|Case=Gen|POS=PRON|PronType=Neg , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Tot , Animacy=Inan|Case=Acc|Number=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs , Case=Gen|Gender=Fem|NumType=Card|POS=NUM|Uninflect=Yes , Animacy=Inan|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN|Uninflect=Yes , Case=Ins|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Aspect=Imp|Case=Acc|Gender=Fem|Number=Sing|POS=ADJ|Tense=Pres|VerbForm=Part|Voice=Act , Abbr=Yes|Animacy=Anim|Case=Gen|Gender=Masc|Number=Sing|POS=NOUN|Uninflect=Yes , Case=Dat|Number=Plur|POS=DET|PronType=Dem , Case=Ins|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ , Case=Nom|Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Uninflect=Yes , Case=Gen|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes , Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Animacy=Anim|Case=Dat|Gender=Masc|NameType=Giv|Number=Sing|POS=PROPN , Animacy=Anim|Case=Dat|Gender=Masc|NameType=Sur|Number=Sing|POS=PROPN , Case=Gen|Number=Plur|POS=DET|PronType=Ind , Animacy=Anim|Case=Ins|Gender=Fem|NameType=Giv|Number=Sing|POS=PROPN , (truncated: full list in pipeline meta)
|
parser
| ROOT , acl , acl:relcl , advcl , advcl:sp , advcl:svc , advmod , advmod:det , amod , appos , aux , case , cc , ccomp , compound , conj , cop , csubj , dep , det , det:numgov , discourse , expl , fixed , flat:abs , flat:foreign , flat:name , flat:range , flat:repeat , flat:sibl , flat:title , iobj , mark , nmod , nsubj , nummod , nummod:gov , obj , obl , orphan , parataxis , parataxis:discourse , punct , vocative , xcomp , xcomp:sp
|
ner
| LOC , ORG , PER
|
Accuracy
Type | Score |
---|---|
TOKEN_ACC
| 99.99 |
TOKEN_P
| 99.99 |
TOKEN_R
| 99.97 |
TOKEN_F
| 99.98 |
POS_ACC
| 98.62 |
MORPH_ACC
| 96.74 |
MORPH_MICRO_P
| 98.53 |
MORPH_MICRO_R
| 98.08 |
MORPH_MICRO_F
| 98.31 |
SENTS_P
| 94.65 |
SENTS_R
| 92.32 |
SENTS_F
| 93.47 |
DEP_UAS
| 96.74 |
DEP_LAS
| 95.40 |
TAG_ACC
| 98.62 |
LEMMA_ACC
| 0.00 |
ENTS_P
| 89.87 |
ENTS_R
| 89.69 |
ENTS_F
| 89.78 |
Installation
pip install spacy
python -m spacy download uk_core_news_trf