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模型:

spacy/de_dep_news_trf

任务:

标记分类

类库:

spaCy

语言:

de

其他:

Eval Results

许可:

mit
模型介绍 文件清单
中文

Details: https://spacy.io/models/de#de_dep_news_trf

German transformer pipeline (bert-base-german-cased). Components: transformer, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer).

Feature Description
Name de_dep_news_trf
Version 3.6.1
spaCy >=3.6.0,<3.7.0
Default Pipeline transformer , tagger , morphologizer , parser , lemmatizer , attribute_ruler
Components transformer , tagger , morphologizer , parser , lemmatizer , attribute_ruler
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources TIGER Corpus (Brants, Sabine, Stefanie Dipper, Peter Eisenberg, Silvia Hansen, Esther König, Wolfgang Lezius, Christian Rohrer, George Smith, and Hans Uszkoreit) Tiger2Dep (Wolfgang Seeker) bert-base-german-cased (Branden Chan, Timo Möller, Malte Pietsch, Tanay Soni)
License MIT
Author Explosion

Label Scheme

View label scheme (766 labels for 3 components)
Component Labels
tagger $( , $, , $. , ADJA , ADJD , ADV , APPO , APPR , APPRART , APZR , ART , CARD , FM , ITJ , KOKOM , KON , KOUI , KOUS , NE , NN , NNE , PDAT , PDS , PIAT , PIS , PPER , PPOSAT , PPOSS , PRELAT , PRELS , PRF , PROAV , PTKA , PTKANT , PTKNEG , PTKVZ , PTKZU , PWAT , PWAV , PWS , TRUNC , VAFIN , VAIMP , VAINF , VAPP , VMFIN , VMINF , VMPP , VVFIN , VVIMP , VVINF , VVIZU , VVPP , XY
morphologizer POS=PUNCT , Case=Nom|Gender=Masc|Number=Sing|POS=PROPN , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , POS=ADV , Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Case=Nom|Gender=Masc|Number=Sing|POS=NOUN , Case=Nom|Gender=Masc|Number=Plur|POS=NOUN , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Acc|Gender=Masc|Number=Sing|POS=NOUN , POS=ADP , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Case=Acc|Gender=Fem|Number=Sing|POS=NOUN , Case=Acc|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Case=Acc|Gender=Neut|Number=Sing|POS=NOUN , Case=Dat|Gender=Neut|Number=Sing|POS=PROPN , POS=VERB|VerbForm=Part , Case=Dat|Gender=Fem|Number=Plur|POS=NOUN , Foreign=Yes|POS=X , Degree=Pos|POS=ADV , Case=Dat|Gender=Neut|Number=Sing|POS=ADP , Case=Dat|Gender=Neut|Number=Sing|POS=NOUN , Case=Dat|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Dat|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Case=Dat|Gender=Masc|Number=Sing|POS=NOUN , POS=CCONJ , POS=SCONJ , Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art , POS=VERB|VerbForm=Inf , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Case=Nom|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Dem , Case=Nom|Gender=Fem|Number=Plur|POS=NOUN , Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Acc|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ , Case=Gen|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Gen|Gender=Fem|Number=Sing|POS=NOUN , Case=Dat|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Gender=Fem|Number=Sing|POS=NOUN , POS=PART , Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Ind , Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Case=Dat|Definite=Def|Number=Plur|POS=DET|PronType=Art , Case=Dat|Number=Plur|POS=PROPN , POS=PRON|PronType=Ind , Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes , Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Acc|Gender=Masc|Number=Sing|POS=PROPN , Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Gen|Gender=Neut|Number=Sing|POS=NOUN , Case=Nom|Number=Sing|POS=PROPN , Case=Dat|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Case=Dat|Gender=Masc|Number=Plur|POS=NOUN , POS=NUM , Case=Dat|Gender=Neut|Number=Plur|POS=NOUN , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Case=Dat|Gender=Masc|Number=Sing|POS=ADP , Gender=Neut|POS=NOUN , Case=Acc|Number=Sing|POS=PROPN , Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes , Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Nom|Gender=Fem|Number=Sing|POS=NOUN , Case=Gen|Definite=Def|Number=Plur|POS=DET|PronType=Art , Case=Acc|Gender=Fem|Number=Plur|POS=NOUN , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Gen|Gender=Masc|Number=Sing|POS=NOUN , Case=Nom|Definite=Def|Number=Plur|POS=DET|PronType=Art , Case=Nom|Number=Plur|POS=NOUN , Case=Acc|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Nom|Number=Plur|POS=PRON|PronType=Ind , Case=Dat|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , POS=PROPN , Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , POS=INTJ , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem , Case=Nom|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Nom|Gender=Neut|Number=Sing|POS=NOUN , Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind , Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Case=Dat|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ , Case=Acc|Gender=Masc|Number=Plur|POS=DET|PronType=Ind , Case=Acc|Gender=Masc|Number=Plur|POS=NOUN , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind , Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Nom|Gender=Neut|Number=Plur|POS=NOUN , Case=Acc|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel , Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel , Gender=Masc|POS=NOUN , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Int , Case=Gen|Gender=Masc|Number=Sing|POS=PROPN , POS=SCONJ|PronType=Int , Case=Acc|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ , Case=Nom|Number=Sing|POS=PRON|PronType=Ind , Case=Gen|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Case=Gen|Gender=Fem|Number=Plur|POS=NOUN , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Case=Acc|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind , Case=Dat|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ , Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ , Gender=Neut|POS=PRON|PronType=Ind , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Dat|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Number=Plur|POS=NOUN , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind , Case=Nom|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Gender=Masc|Number=Sing|POS=PROPN , Case=Gen|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem , Case=Dat|Gender=Fem|Number=Sing|POS=ADP , Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Int , Case=Gen|Number=Plur|POS=PROPN , Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Dem , Case=Acc|Gender=Neut|Number=Plur|POS=NOUN , Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art , Case=Gen|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Degree=Cmp|POS=ADV , Case=Nom|Gender=Neut|Number=Plur|POS=PRON|PronType=Dem , Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Acc|Gender=Neut|Number=Sing|POS=ADP , Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Int , Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Case=Gen|Gender=Masc|Number=Plur|POS=NOUN , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Acc|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ , Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Gen|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Case=Gen|Number=Sing|POS=PROPN , Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Case=Dat|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel , Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ , Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Ind , Case=Gen|Gender=Neut|Number=Sing|POS=PROPN , Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Rel , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int , Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Ind , Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , POS=X , Case=Dat|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ , Case=Gen|Number=Plur|POS=NOUN , Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ , Case=Gen|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Acc|Number=Plur|POS=PRON|PronType=Rel , Case=Nom|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ , Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art , Case=Gen|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ , Case=Gen|Gender=Neut|Number=Plur|POS=NOUN , Case=Nom|Gender=Fem|Number=Plur|POS=PRON|PronType=Ind , Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Case=Nom|Degree=Pos|Number=Plur|POS=ADJ , Case=Nom|Number=Plur|POS=PRON|PronType=Rel , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Rel , Case=Acc|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ , Case=Dat|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ , Case=Acc|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art , Case=Acc|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ , Case=Nom|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ , Case=Nom|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel , POS=DET|PronType=Ind , Case=Gen|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Case=Dat|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Acc|Gender=Neut|Number=Sing|POS=PROPN , Case=Nom|Gender=Fem|Number=Sing|POS=PROPN , Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art , Case=Nom|Gender=Neut|Number=Plur|POS=DET|PronType=Ind , Case=Dat|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Number=Sing|POS=NOUN , Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Degree=Pos|POS=ADJ , Case=Acc|Gender=Fem|Number=Sing|POS=PROPN , Case=Acc|Degree=Pos|Number=Plur|POS=ADJ , Case=Acc|Number=Plur|POS=NOUN , Case=Dat|Number=Plur|POS=PRON|PronType=Rel , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem , Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin , Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Nom|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel , Case=Nom|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel , POS=AUX|VerbForm=Inf , Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Dem , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs , Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Ind , Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Acc|POS=PRON|Person=3|PronType=Prs , Case=Gen|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Case=Dat|Gender=Fem|Number=Sing|POS=PROPN , Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ , Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel , Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Case=Dat|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , POS=ADV|PronType=Int , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Int , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Int , POS=AUX|VerbForm=Part , Case=Dat|Gender=Neut|Number=Plur|POS=DET|PronType=Ind , Case=Dat|Number=Plur|POS=PRON|PronType=Ind , Case=Nom|Number=Plur|POS=DET|PronType=Dem , Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Dem , Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Case=Gen|Gender=Fem|Number=Sing|POS=PROPN , Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes , Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs , Case=Acc|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ , Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Case=Dat|Gender=Fem|Number=Plur|POS=DET|PronType=Dem , Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Ind , Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs|Reflex=Yes , Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Dat|Degree=Pos|Number=Plur|POS=ADJ , Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind , Case=Nom|Gender=Neut|Number=Sing|POS=PROPN , Case=Nom|Number=Plur|POS=DET|PronType=Ind , Degree=Sup|POS=ADV , Case=Dat|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Ind , Case=Acc|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel , Case=Nom|Number=Sing|POS=NOUN , Case=Acc|Definite=Def|Number=Plur|POS=DET|PronType=Art , Case=Gen|Number=Sing|POS=NOUN , Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Case=Nom|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ , Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Gen|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ , Case=Nom|Number=Plur|POS=PRON|PronType=Dem , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem , Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Case=Acc|Number=Plur|POS=PRON|PronType=Ind , Case=Dat|Number=Plur|POS=DET|PronType=Ind , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel , Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art , Case=Dat|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Case=Acc|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ , Gender=Fem|POS=NOUN , Case=Gen|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ , Case=Dat|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ , Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Case=Nom|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ , Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Dem , Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Ind , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem , Case=Gen|Gender=Neut|Number=Plur|POS=DET|PronType=Ind , Case=Nom|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|PronType=Rel , Case=Nom|Degree=Cmp|Number=Plur|POS=ADJ , Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Rel , Case=Dat|Gender=Fem|Number=Plur|POS=PROPN , Case=Dat|Number=Sing|POS=PROPN , Case=Gen|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ , Case=Dat|Gender=Masc|Number=Plur|POS=DET|PronType=Ind , Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Case=Dat|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel , Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Dem , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind , Case=Nom|Number=Plur|POS=PROPN , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes , Case=Gen|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel , Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Rel , Case=Gen|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Gen|Number=Plur|POS=DET|PronType=Rel , Case=Dat|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ , Case=Nom|Gender=Neut|Number=Plur|POS=DET|PronType=Dem , Case=Nom|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ , Case=Nom|Gender=Fem|Number=Plur|POS=PROPN , Case=Dat|Gender=Fem|Number=Plur|POS=DET|PronType=Ind , Case=Nom|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ , Case=Gen|Degree=Pos|Number=Plur|POS=ADJ , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Case=Dat|Gender=Fem|Number=Plur|POS=PRON|PronType=Ind , Case=Nom|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ , Case=Dat|Number=Plur|POS=PRON|PronType=Dem , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem , Case=Acc|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ , Case=Acc|Number=Plur|POS=DET|PronType=Dem , Case=Nom|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Dat|Gender=Fem|Number=Sing|POS=PRON|PronType=Rel , Gender=Masc|Number=Sing|POS=NOUN , Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem , Case=Gen|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Nom|Definite=Ind|Number=Sing|POS=DET|PronType=Art , Case=Acc|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Int , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Gender=Fem|Number=Sing|POS=NOUN , Case=Gen|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Gen|Gender=Fem|Number=Plur|POS=PRON|PronType=Dem , Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Int , Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Case=Acc|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Rel , Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Ind , Case=Dat|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Acc|Degree=Cmp|Number=Plur|POS=ADJ , Case=Gen|Number=Plur|POS=PRON|PronType=Dem , Case=Nom|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|PronType=Ind , Case=Acc|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ , Case=Acc|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ , Case=Dat|Gender=Neut|Number=Plur|POS=DET|PronType=Dem , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|PronType=Ind , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Ind , Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin , Case=Nom|Gender=Fem|Number=Plur|POS=PRON|PronType=Dem , Gender=Masc|Number=Plur|POS=NOUN , Case=Nom|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ , Gender=Neut|POS=PROPN , Case=Acc|Gender=Neut|Number=Plur|POS=PROPN , Case=Gen|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ , Case=Dat|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ , Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ , Case=Dat|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs , Gender=Masc|POS=PROPN , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem , Case=Nom|POS=PROPN , Case=Acc|Gender=Masc|Number=Plur|POS=DET|PronType=Dem , Case=Nom|Gender=Neut|Number=Plur|POS=PRON|PronType=Ind , Case=Gen|Gender=Neut|Number=Plur|POS=DET|PronType=Dem , Case=Gen|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem , Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs , Case=Dat|Gender=Masc|Number=Plur|POS=DET|PronType=Dem , Case=Dat|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Ind , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel , Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Int , Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem , Case=Gen|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ , Case=Gen|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem , Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Gen|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Rel , Case=Acc|Gender=Fem|Number=Plur|POS=PROPN , Case=Acc|Number=Plur|POS=PROPN , Case=Nom|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Acc|Number=Plur|POS=DET|PronType=Ind , Case=Dat|Definite=Ind|Number=Sing|POS=DET|PronType=Art , Case=Dat|Number=Sing|POS=PRON|PronType=Rel , Case=Gen|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ , Case=Dat|Number=Sing|POS=ADP , Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Rel , Mood=Imp|Number=Sing|POS=VERB|Person=2 , Case=Nom|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ , Case=Nom|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ , Case=Gen|Gender=Fem|Number=Plur|POS=PROPN , Case=Acc|Gender=Masc|POS=NOUN , Case=Dat|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ , Case=Dat|Gender=Fem|Number=Sing|POS=PRON|PronType=Ind , Case=Dat|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ , Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind , Case=Acc|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ , Case=Acc|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ , Case=Gen|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ , Case=Gen|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ , Gender=Neut|Number=Sing|POS=NOUN , POS=NOUN , Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Int , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Dem , Case=Gen|Number=Sing|POS=DET|PronType=Rel , Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Dem , Case=Dat|POS=PROPN , Case=Gen|Definite=Def|POS=DET|PronType=Art , Case=Gen|POS=PROPN , Case=Acc|Number=Sing|POS=NOUN , Case=Gen|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ , Case=Dat|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ , Mood=Imp|Number=Plur|POS=VERB|Person=2 , Case=Dat|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ , Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes , Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs , Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem , Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Gen|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ , Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Int , Case=Gen|POS=PRON|PronType=Dem , Definite=Ind|POS=DET|PronType=Art , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin , Case=Nom|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ , Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Int , Case=Dat|POS=PRON|PronType=Dem , Gender=Masc|Number=Sing|POS=PROPN , Case=Gen|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ , Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem , Gender=Neut|Number=Sing|POS=PROPN , Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem , Case=Dat|Number=Sing|POS=PRON|PronType=Dem , Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs , Case=Dat|Degree=Cmp|Number=Sing|POS=ADJ , Case=Dat|Degree=Pos|Number=Sing|POS=ADJ , POS=DET|Poss=Yes|PronType=Prs , Case=Gen|Number=Sing|POS=PRON|PronType=Dem , Gender=Fem|Number=Sing|POS=PROPN , Case=Nom|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin , Case=Nom|Gender=Masc|Number=Plur|POS=PROPN , Case=Nom|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ , Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs , Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Case=Acc|Number=Plur|POS=PRON|PronType=Dem , Case=Nom|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin , Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=2|PronType=Prs , Case=Dat|Number=Sing|POS=PRON|Person=2|PronType=Prs , Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs , Case=Nom|Number=Sing|POS=PRON|PronType=Int , Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin , Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Int , Case=Dat|Gender=Masc|Number=Plur|POS=PRON|PronType=Ind , Case=Nom|Number=Sing|POS=DET|Poss=Yes|PronType=Prs , Case=Gen|Gender=Neut|Number=Plur|POS=DET|PronType=Rel , Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Int , Case=Acc|Gender=Fem|Number=Plur|POS=PRON|PronType=Ind , Case=Dat|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ , Case=Acc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs , Case=Dat|Gender=Neut|Number=Plur|POS=PRON|PronType=Ind , Case=Dat|Gender=Fem|Number=Plur|POS=PRON|PronType=Dem , Case=Gen|Number=Plur|POS=DET|PronType=Ind , Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Case=Dat|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem , Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Ind , Case=Gen|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ , Case=Acc|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem , Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Int , Case=Nom|Number=Plur|POS=DET|Poss=Yes|PronType=Prs , Case=Acc|Number=Sing|POS=PRON|PronType=Ind , Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Case=Gen|Number=Plur|POS=DET|PronType=Dem , Gender=Neut|POS=DET|PronType=Ind , Case=Dat|Number=Sing|POS=PRON|PronType=Ind , Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs , Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs , Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs|Reflex=Yes , (truncated: full list in pipeline meta)
parser ROOT , ac , adc , ag , ams , app , avc , cc , cd , cj , cm , cp , cvc , da , dep , dm , ep , ju , mnr , mo , ng , nk , nmc , oa , oc , og , op , par , pd , pg , ph , pm , pnc , punct , rc , re , rs , sb , sbp , svp , uc , vo

Accuracy

Type Score
TOKEN_ACC 99.96
TOKEN_P 99.92
TOKEN_R 99.90
TOKEN_F 99.91
TAG_ACC 99.06
POS_ACC 99.15
MORPH_ACC 97.01
MORPH_MICRO_P 98.86
MORPH_MICRO_R 98.84
MORPH_MICRO_F 98.85
SENTS_P 97.80
SENTS_R 98.16
SENTS_F 97.98
DEP_UAS 95.93
DEP_LAS 94.84
LEMMA_ACC 98.73

作者:

spaCy

数据集大小:

820.89 MB

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