metadata
tags:
- spacy
- token-classification
language:
- pt
license: cc-by-sa-4.0
model-index:
- name: pt_core_news_lg
results:
- task:
name: NER
type: token-classification
metrics:
- name: NER Precision
type: precision
value: 0.9016596045
- name: NER Recall
type: recall
value: 0.9045519847
- name: NER F Score
type: f_score
value: 0.9031034788
- task:
name: TAG
type: token-classification
metrics:
- name: TAG (XPOS) Accuracy
type: accuracy
value: 0.8951305295
- task:
name: POS
type: token-classification
metrics:
- name: POS (UPOS) Accuracy
type: accuracy
value: 0.9694357755
- task:
name: MORPH
type: token-classification
metrics:
- name: Morph (UFeats) Accuracy
type: accuracy
value: 0.958640844
- task:
name: LEMMA
type: token-classification
metrics:
- name: Lemma Accuracy
type: accuracy
value: 0.9730077757
- task:
name: UNLABELED_DEPENDENCIES
type: token-classification
metrics:
- name: Unlabeled Attachment Score (UAS)
type: f_score
value: 0.9021776702
- task:
name: LABELED_DEPENDENCIES
type: token-classification
metrics:
- name: Labeled Attachment Score (LAS)
type: f_score
value: 0.8624265468
- task:
name: SENTS
type: token-classification
metrics:
- name: Sentences F-Score
type: f_score
value: 0.9512921022
Details: https://spacy.io/models/pt#pt_core_news_lg
Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.
Feature | Description |
---|---|
Name | pt_core_news_lg |
Version | 3.7.0 |
spaCy | >=3.7.0,<3.8.0 |
Default Pipeline | tok2vec , morphologizer , parser , lemmatizer , attribute_ruler , ner |
Components | tok2vec , morphologizer , parser , lemmatizer , senter , attribute_ruler , ner |
Vectors | 500000 keys, 500000 unique vectors (300 dimensions) |
Sources | UD Portuguese Bosque v2.8 (Rademaker, Alexandre; Freitas, Cláudia; de Souza, Elvis; Silveira, Aline; Cavalcanti, Tatiana; Evelyn, Wograine; Rocha, Luisa; Soares-Bastos, Isabela; Bick, Eckhard; Chalub, Fabricio; Paulino-Passos, Guilherme; Real, Livy; de Paiva, Valeria; Zeman, Daniel; Popel, Martin; Mareček, David; Silveira, Natalia; Martins, André) WikiNER (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran) Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion) |
License | CC BY-SA 4.0 |
Author | Explosion |
Label Scheme
View label scheme (590 labels for 3 components)
Component | Labels |
---|---|
morphologizer |
Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Gender=Masc|Number=Sing|POS=NOUN , Gender=Masc|Number=Sing|POS=ADJ , Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Gender=Masc|Number=Sing|POS=PROPN , Number=Sing|POS=PROPN , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Plur|POS=NOUN , Definite=Def|POS=ADP|PronType=Art , Gender=Fem|Number=Sing|POS=NOUN , Gender=Fem|Number=Sing|POS=ADJ , POS=PUNCT , NumType=Card|POS=NUM , POS=ADV , Gender=Fem|Number=Plur|POS=ADJ , Gender=Fem|Number=Plur|POS=NOUN , Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art , Gender=Fem|Number=Sing|POS=PROPN , Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part , POS=ADP , POS=PRON|PronType=Rel , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , POS=SCONJ , POS=VERB|VerbForm=Inf , Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Gender=Masc|Number=Plur|POS=ADJ , POS=CCONJ , Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art , Gender=Masc|Number=Plur|POS=PRON|PronType=Rel , Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , POS=ADV|Polarity=Neg , Gender=Masc|Number=Sing|POS=DET|PronType=Art , POS=X , Gender=Masc|Number=Plur|POS=PRON|PronType=Dem , Gender=Fem|Number=Plur|POS=DET|PronType=Ind , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Plur|POS=PRON|PronType=Tot , Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin , Number=Sing|POS=CCONJ , Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part , Gender=Masc|Number=Plur|POS=DET|PronType=Dem , Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Gender=Masc|Number=Sing|POS=PRON|PronType=Rel , Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Gender=Fem|Number=Plur|POS=PRON|PronType=Ind , Gender=Masc|Number=Plur|POS=DET|PronType=Prs , Case=Acc|Gender=Masc|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Number=Plur|POS=NOUN , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , POS=AUX|VerbForm=Inf , Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Gender=Masc|Number=Sing|POS=ADP|PronType=Dem , Gender=Masc|Number=Sing|POS=PRON|PronType=Dem , POS=VERB|VerbForm=Ger , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass , Gender=Masc|Number=Plur|POS=PROPN , Number=Plur|POS=AUX|Person=3|VerbForm=Inf , Gender=Fem|Number=Sing|POS=PRON|PronType=Dem , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Gender=Masc|Number=Plur|POS=PRON|PronType=Ind , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Definite=Def|Gender=Masc|Number=Sing|POS=PRON|PronType=Art , POS=VERB|VerbForm=Part , Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Definite=Ind|Gender=Fem|Number=Sing|POS=ADP|PronType=Art , Gender=Fem|Number=Sing|POS=PRON|PronType=Rel , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ , Gender=Fem|Number=Plur|POS=DET|PronType=Prs , Gender=Masc|Number=Plur|POS=DET|PronType=Ind , Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ , Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , NumType=Ord|POS=ADJ , Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Sing|POS=PRON|PronType=Ind , Number=Plur|POS=ADJ , Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Gender=Masc|Number=Sing|POS=SCONJ|PronType=Dem , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Gender=Fem|Number=Sing|POS=DET|PronType=Tot , Gender=Fem|Number=Sing|POS=PRON|PronType=Ind , Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part , Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part , Gender=Masc|NumType=Mult|Number=Sing|POS=NUM , Number=Sing|POS=PRON|PronType=Ind , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin , Gender=Fem|Number=Plur|POS=PRON|PronType=Rel , Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Gender=Masc|Number=Plur|POS=DET|PronType=Tot , Gender=Masc|Number=Sing|POS=PROPN|PronType=Art , Gender=Fem|Number=Sing|POS=DET|PronType=Prs , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Number=Sing|POS=VERB|Person=3|VerbForm=Inf , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin , POS=AUX|VerbForm=Part , POS=SPACE , Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin , Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs , Number=Sing|POS=PRON|PronType=Rel , Number=Sing|POS=DET|PronType=Art , Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin , Gender=Masc|NumType=Frac|Number=Sing|POS=NUM , Gender=Masc|Number=Sing|POS=DET|PronType=Prs , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin , Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=PRON|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Gender=Fem|Number=Sing|POS=ADP|PronType=Dem , Gender=Masc|Number=Plur|POS=DET|PronType=Art , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ , Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Number=Plur|POS=VERB|Person=3|VerbForm=Inf , Definite=Def|Gender=Masc|Number=Sing|POS=SCONJ|PronType=Art , Definite=Def|POS=SCONJ|PronType=Art , Gender=Masc|Number=Plur|POS=ADP|PronType=Art , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pqp|VerbForm=Fin , Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin , Gender=Fem|Number=Plur|POS=PRON|PronType=Dem , Gender=Fem|Number=Plur|POS=PROPN , Case=Acc|POS=PRON|PronType=Prs , Mood=Ind|Number=Plur|POS=VERB|Person=3|VerbForm=Fin , POS=AUX , Case=Acc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin , Gender=Masc|Number=Sing|POS=ADP|PronType=Art , Gender=Fem|Number=Sing|POS=ADP|PronType=Art , POS=INTJ , Case=Acc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Number=Sing|POS=PRON|PronType=Int , Gender=Fem|Number=Sing|POS=DET|PronType=Rel , Gender=Masc|Number=Sing|POS=DET|PronType=Emp , Case=Acc|Mood=Sub|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Gender=Masc|POS=PRON|PronType=Ind , Gender=Fem|Number=Plur|POS=DET|PronType=Rel , Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Definite=Ind|Gender=Masc|Number=Sing|POS=ADP|PronType=Art , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pqp|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin , Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin , Case=Dat|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Masc|POS=VERB|PronType=Prs|VerbForm=Inf , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Fut|VerbForm=Fin , Gender=Fem|Number=Sing|POS=DET|PronType=Emp , Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Gender=Masc|Number=Plur|POS=NOUN|Voice=Pass , Gender=Fem|Number=Plur|POS=PRON|Person=1|PronType=Prs , Gender=Masc|Number=Sing|POS=DET|PronType=Tot , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Sing|POS=DET|PronType=Int , Case=Acc|POS=VERB|PronType=Prs|VerbForm=Ger , Gender=Fem|Number=Plur|POS=DET|PronType=Dem , Case=Acc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin , Number=Sing|POS=ADJ , Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin , Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Gender=Fem|Number=Plur|POS=DET|PronType=Tot , Gender=Masc|Number=Plur|POS=ADP|PronType=Dem , Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin , Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin , Number=Sing|POS=AUX|Person=3|VerbForm=Inf , Gender=Masc|Number=Plur|POS=PRON|PronType=Int , Gender=Masc|Number=Sing|POS=PRON|PronType=Int , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin , Gender=Masc|Number=Plur|POS=DET|PronType=Int , Gender=Fem|Number=Plur|POS=DET|PronType=Int , Gender=Masc|Number=Sing|POS=NUM , Number=Sing|POS=NOUN , Case=Acc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Fut|VerbForm=Fin , Gender=Fem|Number=Plur|POS=ADP|PronType=Art , Gender=Fem|Number=Plur|POS=ADP|PronType=Dem , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin , Gender=Masc|Number=Sing|POS=PART , Number=Sing|POS=PRON|Person=3|PronType=Prs , Number=Plur|POS=DET|PronType=Ind , Case=Acc|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Case=Dat|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Gender=Masc|Number=Sing|POS=ADV , Gender=Masc|Number=Sing|POS=DET|PronType=Rel , Case=Dat|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin , Case=Dat|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin , Gender=Fem|Number=Sing|POS=DET|PronType=Neg , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin , Case=Dat|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger , NumType=Card|POS=DET , Number=Plur|POS=VERB|Person=1|VerbForm=Inf , Gender=Fem|Number=Sing|POS=PRON|PronType=Int , Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin , Gender=Masc|POS=ADJ , POS=NOUN , POS=AUX|VerbForm=Ger , Case=Dat|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin , Case=Acc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Case=Acc|Mood=Ind|Number=Sing|POS=VERB|Person=1|PronType=Prs|Tense=Past|VerbForm=Fin , Case=Acc|Gender=Fem|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs , Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Definite=Def|Gender=Fem|Number=Sing|POS=SCONJ|PronType=Art , Case=Acc|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin , Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Gender=Fem|Number=Sing|POS=DET|PronType=Art , Gender=Fem|Number=Sing|POS=DET , Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin , Gender=Fem|Number=Plur|POS=DET|PronType=Art , Mood=Ind|Number=Plur|POS=AUX|Person=3|VerbForm=Fin , Case=Dat|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin , Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs , Gender=Masc|Number=Plur|POS=DET|PronType=Emp , POS=PRON|PronType=Prs , Gender=Masc|Number=Plur|POS=DET , Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Case=Dat|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin , Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin , Case=Dat|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin , Mood=Ind|Number=Sing|POS=AUX|Tense=Imp|VerbForm=Fin , Gender=Fem|Number=Plur|POS=PRON|PronType=Tot , Definite=Def|POS=DET|PronType=Art , Case=Acc|Gender=Masc|POS=PRON|PronType=Prs , POS=VERB|VerbForm=Fin , Gender=Masc|NumType=Card|Number=Sing|POS=NUM , Definite=Def|Gender=Masc|Number=Plur|POS=PRON|PronType=Art , Gender=Masc|Number=Sing|POS=DET|PronType=Neg , POS=VERB|VerbForm=Inf|Voice=Pass , Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger , Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Gender=Masc|Number=Sing|POS=AUX|VerbForm=Part , Case=Acc|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Past|VerbForm=Fin , POS=PRON|Person=3|PronType=Prs|Reflex=Yes , Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Inf , Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin , Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin , Number=Sing|POS=PROPN|PronType=Art , Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=AUX|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin , Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf , Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pqp|VerbForm=Fin , Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin , Number=Sing|POS=PRON|Person=1|PronType=Prs , Gender=Fem|Number=Sing|POS=ADJ|PronType=Dem , Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin , Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs , Number=Plur|POS=AUX|Person=1|Tense=Past , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem , Gender=Masc|Number=Sing|POS=PRON|PronType=Neg , POS=PRON|PronType=Dem , Gender=Masc|Number=Sing|POS=DET , Case=Acc|Gender=Masc|Number=Sing|POS=ADV|Person=3|PronType=Prs , Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger , POS=PRON|PronType=Ind , Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Fut|VerbForm=Fin , Gender=Masc|Number=Sing|POS=PRON|PronType=Tot , Case=Dat|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin , Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Acc|POS=VERB|PronType=Prs|VerbForm=Inf , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin , Gender=Masc|Number=Sing|POS=X , Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin , Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Dat|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Plur|POS=DET|PronType=Rel , Gender=Masc|Number=Sing|POS=SCONJ , Gender=Masc|Number=Sing|POS=PRON , Gender=Fem|POS=DET|PronType=Dem , Gender=Masc|Number=Plur|POS=NUM , Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger , Definite=Def|Gender=Fem|Number=Plur|POS=PRON|PronType=Dem , Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin , Case=Acc|Mood=Ind|Number=Sing|POS=AUX|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass , Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin , POS=ADP|PronType=Dem , Definite=Def|Gender=Fem|POS=ADP|PronType=Art , POS=ADP|PronType=Art , Gender=Masc|Number=Sing|POS=ADP , Gender=Masc|Number=Sing|POS=ADP|Person=3|PronType=Prs , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pqp|VerbForm=Fin , Case=Dat|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin , Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Tense=Imp|VerbForm=Fin , Case=Dat|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , POS=DET , Gender=Fem|Number=Plur|POS=DET|PronType=Emp , Definite=Def|Gender=Fem|Number=Sing|POS=PRON|PronType=Art , Case=Acc|Gender=Masc|Mood=Sub|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Case=Dat|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin , Number=Plur|POS=AUX|Person=1|VerbForm=Inf , Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin , Degree=Cmp|POS=ADJ , Gender=Fem|Number=Plur|POS=ADP|PronType=Ind , Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs , Definite=Def|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem , Case=Acc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin , Number=Sing|POS=VERB|Person=3|VerbForm=Inf|Voice=Pass , Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Case=Acc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin , Case=Acc|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Inf , Mood=Sub|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Gender=Fem,Masc|Number=Sing|POS=PROPN , POS=PRON|PronType=Int , Gender=Fem|Number=Plur|POS=NUM , POS=PRON|PronType=Neg , Gender=Fem|Number=Sing|POS=SCONJ|PronType=Dem , POS=SYM , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pqp|VerbForm=Fin , Gender=Fem|Number=Sing|POS=X , Case=Dat|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin , Gender=Masc|NumType=Sets|Number=Sing|POS=NUM , Foreign=Yes|POS=NOUN , Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger , Case=Acc|POS=AUX|PronType=Prs|VerbForm=Inf , Case=Acc|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Number=Sing|POS=DET|PronType=Ind , Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs , Number=Plur|POS=PRON|PronType=Int , Definite=Def|Gender=Masc|Number=Plur|POS=SCONJ|PronType=Art , Gender=Masc|Number=Plur|POS=PRON|PronType=Prs , Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass , Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin , Gender=Masc|Number=Plur|POS=ADP|PronType=Ind , Gender=Fem|Number=Sing|POS=PRON|PronType=Prs , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin , Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin , Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=1|PronType=Prs|Tense=Past|VerbForm=Fin , Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin , Definite=Ind|Gender=Fem|Number=Sing|POS=SCONJ|PronType=Art , Number=Sing|POS=VERB , Number=Sing|POS=DET , Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin|Voice=Pass , NumType=Mult|POS=NUM , Gender=Fem|Number=Sing|POS=PRON|PronType=Neg , Mood=Ind|POS=VERB|Tense=Imp|VerbForm=Fin , Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=2|PronType=Prs|Tense=Past|VerbForm=Fin , Number=Plur|POS=PRON|Person=2|PronType=Prs , NumType=Card|Number=Plur|POS=NUM , Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin , Case=Acc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger , Case=Acc|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin , Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin , Gender=Fem|Number=Sing|POS=SCONJ|PronType=Rel , Case=Acc|Mood=Ind|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin , Gender=Fem|Number=Sing|POS=DET|PronType=Int , Gender=Masc|Number=Sing|POS=ADV|Polarity=Neg , Case=Acc|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin , Case=Acc|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin , Case=Acc|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf , Number=Sing|POS=VERB|Person=1|VerbForm=Inf , Definite=Def|Gender=Masc|POS=ADP|PronType=Art , Gender=Masc|POS=NOUN , Gender=Masc|NumType=Ord|Number=Sing|POS=NOUN , Definite=Def|Gender=Fem|Number=Plur|POS=SCONJ|PronType=Art , POS=ADJ , Gender=Fem|Number=Sing|POS=ADV|PronType=Ind , Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Prs , Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs , Case=Acc|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf , Number=Sing|POS=PRON|PronType=Tot , Number=Sing|POS=DET|PronType=Rel , Gender=Fem|Number=Plur|POS=VERB , Case=Dat|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf , Case=Acc|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Case=Acc|Gender=Fem|Number=Sing|POS=VERB|PronType=Prs|VerbForm=Inf , Number=Sing|POS=DET|PronType=Tot , Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger , NumType=Range|POS=NUM , Case=Dat|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Mood=Sub|POS=VERB|Tense=Pres|VerbForm=Fin , Number=Plur|POS=PRON|PronType=Rel , Case=Dat|Gender=Masc|Mood=Cnd|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin , Case=Acc|Gender=Fem|Mood=Cnd|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin , Case=Dat|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Case=Acc|Mood=Sub|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Fut|VerbForm=Fin , Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger , Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf , Case=Dat|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin , Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin , Gender=Fem|Number=Plur|POS=PRON|PronType=Int , Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Imp|VerbForm=Fin , Number=Sing|POS=VERB|Person=1|VerbForm=Inf|Voice=Pass , Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin , Gender=Masc|Number=Plur|POS=SCONJ|PronType=Dem , NumType=Frac|POS=NUM , Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs , Case=Dat|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin , Gender=Fem|Number=Sing|POS=ADP|PronType=Ind , Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|VerbForm=Fin , Case=Acc|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin , Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin , Gender=Fem|Number=Sing|POS=ADV|PronType=Rel , Mood=Cnd|POS=VERB|VerbForm=Fin , Case=Dat|Gender=Masc|Mood=Cnd|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass , Case=Dat|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin , Gender=Masc|Number=Sing|POS=PRON|PronType=Prs , Gender=Masc|Number=Sing|POS=ADP|PronType=Ind , Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf|Voice=Pass , POS=VERB|VerbForm=Part|Voice=Pass , Case=Dat|Mood=Cnd|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass , Number=Sing|POS=X , POS=PROPN , Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin , Case=Acc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass , Gender=Masc|Number=Sing|POS=ADV|PronType=Int , Case=Dat|Mood=Ind|Number=Sing|POS=AUX|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin , Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin|Voice=Pass , Case=Acc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin|Voice=Pass , Case=Dat|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Acc,Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Int , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pqp|VerbForm=Fin , Case=Acc|Gender=Masc|POS=AUX|PronType=Prs|VerbForm=Ger , Case=Acc|Gender=Fem|POS=AUX|PronType=Prs|VerbForm=Ger , Case=Acc|Gender=Fem|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass , Case=Dat|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf , Case=Acc|Gender=Masc|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass , Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin , Case=Acc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Imp|VerbForm=Fin , Gender=Fem|Number=Plur|POS=PRON|PronType=Prs , Gender=Fem|Number=Plur|POS=X , Definite=Def|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel , Definite=Ind|Gender=Fem|POS=DET|PronType=Art , Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass , Mood=Ind|Number=Sing|POS=VERB|Tense=Pqp|VerbForm=Fin , Case=Dat|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin , Mood=Sub|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Fin , Number=Sing|POS=NUM , Number=Plur|POS=PROPN , Case=Dat|POS=PRON|PronType=Prs , Gender=Masc|Number=Sing|POS=VERB , Case=Acc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass , (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 , dep , det , discourse , expl , fixed , flat , flat:foreign , flat:name , iobj , mark , nmod , nsubj , nsubj:pass , nummod , obj , obl , obl:agent , parataxis , punct , xcomp |
ner |
LOC , MISC , ORG , PER |
Accuracy
Type | Score |
---|---|
TOKEN_ACC |
100.00 |
TOKEN_P |
99.88 |
TOKEN_R |
99.95 |
TOKEN_F |
99.92 |
POS_ACC |
96.94 |
MORPH_ACC |
95.86 |
MORPH_MICRO_P |
98.21 |
MORPH_MICRO_R |
97.69 |
MORPH_MICRO_F |
97.95 |
SENTS_P |
93.99 |
SENTS_R |
96.30 |
SENTS_F |
95.13 |
DEP_UAS |
90.22 |
DEP_LAS |
86.24 |
LEMMA_ACC |
97.30 |
TAG_ACC |
89.51 |
ENTS_P |
90.17 |
ENTS_R |
90.46 |
ENTS_F |
90.31 |