Checksum .tar.gz:
f710bbdb0a31be13103b7e09f9de1388ea69a40d5528e6441b1d690c32ef4493
Checksum .whl:dba1c3de550a0e8053fd2a2ace841c36cafa5806a8d2a67deb6018f6c47e04ee
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 | 3.7.0
|
| spaCy | >=3.7.0.dev0,<3.8.0
|
| 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
| 98.63 |
MORPH_ACC
| 96.73 |
MORPH_MICRO_P
| 98.54 |
MORPH_MICRO_R
| 98.07 |
MORPH_MICRO_F
| 98.30 |
SENTS_P
| 94.67 |
SENTS_R
| 92.39 |
SENTS_F
| 93.52 |
DEP_UAS
| 96.69 |
DEP_LAS
| 95.35 |
TAG_ACC
| 98.63 |
LEMMA_ACC
| 0.00 |
ENTS_P
| 89.97 |
ENTS_R
| 89.72 |
ENTS_F
| 89.84 |
Installation
pip install spacy
python -m spacy download uk_core_news_trf