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行业 人工智能

为什么数据污染对LLM来说是一个大问题
行业 人工智能

所以，能动手就别吵吵了
常用工具
ChatGPT

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心流

阿里旗下推出的AI搜索助手

模型:

spacy/es_dep_news_trf

任务:

标记分类

类库:

spaCy

语言:

es

其他:

Eval Results

许可:

gpl-3.0
模型介绍 文件清单
英文

详情： https://spacy.io/models/es#es_dep_news_trf

西班牙语转换器流程（dccuchile/bert-base-spanish-wwm-cased）。组件：转换器、形态分析器、解析器、属性规则器、词形还原器。

Feature Description
Name es_dep_news_trf
Version 3.6.1
spaCy >=3.6.0,<3.7.0
Default Pipeline transformer , morphologizer , parser , attribute_ruler , lemmatizer
Components transformer , morphologizer , parser , attribute_ruler , lemmatizer
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources 1232321 (Martínez Alonso, Héctor; Zeman, Daniel) 1233321 (Explosion) 1234321 (Cañete, José and Chaperon, Gabriel and Fuentes, Rodrigo and Ho, Jou-Hui and Kang, Hojin and Pérez, Jorge)
License GNU GPL 3.0
Author 1235321

标签方案

查看标签方案（2个组件共463个标签）
Component Labels
morphologizer Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Gender=Masc|Number=Sing|POS=NOUN , Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art , Gender=Masc|Number=Sing|POS=ADJ , POS=ADP , Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art , POS=PROPN , Case=Acc|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , POS=VERB|VerbForm=Inf , Gender=Fem|Number=Sing|POS=DET|PronType=Dem , Gender=Fem|Number=Sing|POS=NOUN , Gender=Fem|Number=Plur|POS=NOUN , Gender=Fem|Number=Plur|POS=DET|PronType=Ind , POS=PRON|PronType=Int,Rel , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art , POS=SCONJ , POS=NOUN , Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art , Number=Plur|POS=NOUN , Gender=Masc|Number=Plur|POS=DET|PronType=Ind , Gender=Masc|Number=Plur|POS=NOUN , POS=PUNCT|PunctType=Peri , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , POS=PUNCT|PunctType=Comm , Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part , Number=Plur|POS=ADJ , POS=CCONJ , Gender=Masc|Number=Plur|POS=PRON|PronType=Ind , POS=ADV , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Dem , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Number=Sing|POS=ADJ , Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part , Gender=Masc|Number=Plur|POS=PRON|PronType=Tot , POS=PRON|PronType=Ind , POS=ADV|Polarity=Neg , Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs , Gender=Fem|Number=Sing|POS=ADJ , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin , Number=Plur|POS=PRON|PronType=Int,Rel , POS=PUNCT|PunctType=Quot , POS=PUNCT , Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part , POS=PUNCT|PunctSide=Ini|PunctType=Brck , POS=PUNCT|PunctSide=Fin|PunctType=Brck , NumForm=Digit|NumType=Card|POS=NUM , NumType=Card|POS=NUM , POS=VERB|VerbForm=Ger , Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art , Gender=Masc|Number=Sing|POS=DET|PronType=Dem , Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ , Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs , Number=Sing|POS=NOUN , Gender=Masc|Number=Plur|POS=ADJ , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Degree=Cmp|POS=ADV , POS=AUX|VerbForm=Inf , Number=Plur|POS=DET|PronType=Ind , Number=Plur|POS=DET|PronType=Dem , POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes , Degree=Cmp|Number=Sing|POS=ADJ , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin , Case=Acc|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ , Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art , AdvType=Tim|POS=NOUN , Gender=Masc|Number=Sing|POS=PRON|PronType=Ind , NumType=Card|Number=Plur|POS=NUM , Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf , NumForm=Digit|POS=NOUN , Number=Sing|POS=PRON|PronType=Dem , Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs , Gender=Fem|Number=Plur|POS=ADJ , Gender=Fem|Number=Plur|POS=PRON|PronType=Ind , Gender=Masc|Number=Plur|POS=DET|PronType=Tot , Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part , Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ , Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ , Gender=Masc|Number=Plur|POS=DET|PronType=Dem , Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part , Number=Sing|POS=DET|PronType=Tot , Gender=Fem|Number=Sing|POS=PRON|PronType=Ind , Case=Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Degree=Cmp|Number=Plur|POS=ADJ , POS=AUX|VerbForm=Ger , Gender=Fem|POS=NOUN , Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ , AdvType=Tim|POS=ADJ , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin , Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part , Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin , Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part , Gender=Fem|Number=Plur|POS=DET|PronType=Dem , Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Int,Rel , Number=Sing|POS=PRON|PronType=Int,Rel , POS=ADJ , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Gender=Fem|Number=Plur|POS=DET|PronType=Tot , Case=Acc,Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs , Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art , Case=Acc,Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs , Gender=Fem|Number=Sing|POS=PRON|PronType=Dem , Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin , Gender=Masc|Number=Sing|POS=DET|PronType=Tot , Number=Plur|POS=PRON|PronType=Ind , Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs , POS=PART , Gender=Fem|Number=Sing|POS=DET|PronType=Ind , Number=Sing|POS=DET|PronType=Ind , Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind , Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin , NumForm=Digit|POS=SYM , Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin , Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Gender=Fem|Number=Plur|POS=PRON|PronType=Dem , Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin , NumForm=Digit|NumType=Frac|POS=NUM , Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Int,Rel , Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin , Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs , Case=Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs , Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art , POS=PUNCT|PunctType=Colo , Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin , Gender=Fem|Number=Sing|POS=DET|PronType=Neg , Gender=Masc|Number=Sing|POS=PRON|PronType=Dem , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs , Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs , Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part , Case=Acc|Gender=Fem|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf , Number=Sing|POS=PRON|PronType=Neg , POS=PUNCT|PunctType=Semi , Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs , Number=Sing|POS=PRON|PronType=Ind , Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs , POS=INTJ , Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Dem , Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin , Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs , Case=Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , POS=PUNCT|PunctType=Dash , Case=Acc|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs , Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin , Gender=Masc|Number=Sing|POS=DET|PronType=Neg , Gender=Fem|NumType=Card|Number=Plur|POS=NUM , Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf , Gender=Masc|Number=Sing|POS=PRON|PronType=Tot , Gender=Masc|NumType=Card|Number=Plur|POS=NUM , Gender=Masc|POS=NOUN , Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs , Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Ind , Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind , Case=Acc|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin , POS=NOUN|VerbForm=Inf , Case=Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin , Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin , Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs , Gender=Masc|NumType=Card|Number=Sing|POS=NUM , Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin , Gender=Masc|Number=Plur|POS=PRON|Poss=Yes|PronType=Int,Rel , Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf , Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Dem , Mood=Imp|Number=Sing|POS=VERB|Person=3|VerbForm=Fin , Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin , Gender=Masc|Number=Sing|POS=PRON|PronType=Neg , Case=Acc|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf , Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin , Degree=Abs|Gender=Masc|Number=Sing|POS=ADJ , Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs , Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs , Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin , Case=Acc|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin , Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs , Gender=Fem|Number=Sing|POS=DET|PronType=Tot , POS=DET|PronType=Ind , POS=DET|PronType=Int,Rel , AdvType=Tim|POS=ADV , POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin , Case=Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf , POS=PUNCT|PunctSide=Ini|PunctType=Qest , POS=PUNCT|PunctSide=Fin|PunctType=Qest , Case=Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs , Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs , Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Ind , Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin , Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger , Degree=Abs|Gender=Fem|Number=Sing|POS=ADJ , Case=Acc|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes , Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin , Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes , POS=PUNCT|PunctSide=Ini|PunctType=Excl , POS=PUNCT|PunctSide=Fin|PunctType=Excl , Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin , Case=Acc|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin , Gender=Fem|Number=Sing|POS=PRON|PronType=Tot , Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs , Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin , Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Ind , Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Ind , Gender=Masc|Number=Plur|POS=PRON|PronType=Dem , Case=Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf , Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind , Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs , Case=Dat|Mood=Imp|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin , Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Art , Gender=Fem|NumType=Card|Number=Sing|POS=NUM , Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Case=Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes , Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin , Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs , POS=SCONJ|PronType=Int,Rel , Case=Acc,Dat|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf , Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes , Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Case=Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf , NumType=Card|Number=Sing|POS=DET|PronType=Ind , Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin , Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs , Case=Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs , POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger , Case=Acc,Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs , Number=Sing|POS=DET|PronType=Dem , Case=Acc,Dat|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin , POS=SYM , Gender=Fem|Number=Sing|POS=PRON|PronType=Neg , Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger , Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ , Case=Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger , Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs , Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs , Case=Acc|Mood=Imp|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin , Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin , Case=Acc|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind , Case=Acc,Nom|Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs , Case=Dat|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin , Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger , Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Int,Rel , Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Ind , Case=Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Ger , Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes , Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Case=Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs , Mood=Cnd|Number=Sing|POS=VERB|Person=2|VerbForm=Fin , Case=Acc|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf , Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin , Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin , NumType=Card|Number=Plur|POS=PRON|PronType=Ind , Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Dem , Degree=Abs|Gender=Masc|Number=Sing|POS=DET|PronType=Ind , Gender=Fem|Number=Plur|POS=PRON|Poss=Yes|PronType=Int,Rel , Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin , Case=Acc,Nom|Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs , Mood=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin , Case=Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf , Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Ind , NumType=Card|Number=Sing|POS=NUM , Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin , Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin , Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin , Case=Com|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs , Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin , Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes , Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes , Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs , Mood=Cnd|Number=Sing|POS=AUX|Person=2|VerbForm=Fin , Mood=Sub|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin , Number=Sing|POS=NOUN|VerbForm=Fin , Case=Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes , Case=Dat|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,2|PrepCase=Npr|PronType=Prs|VerbForm=Fin , Case=Acc|Mood=Imp|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin , Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin , Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Int,Rel , Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin , Gender=Fem|Number=Plur|POS=PRON|PronType=Tot , Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Int,Rel , Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger , Number=Sing|POS=VERB|VerbForm=Fin , POS=VERB|VerbForm=Fin , Degree=Abs|Gender=Masc|Number=Plur|POS=ADJ , Degree=Abs|Gender=Fem|Number=Plur|POS=ADJ , Case=Acc|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger , Gender=Masc|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs , Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin , Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Dem , Definite=Ind|Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Art , Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ , Number=Plur|POS=PRON|PronType=Dem , Case=Acc,Dat|Gender=Masc|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs , Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger , Gender=Masc|Number=Sing|POS=AUX|VerbForm=Fin , POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin , Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Int,Rel , Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs , Case=Acc|Mood=Imp|Number=Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin , Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel , Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs , Case=Acc|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Case=Acc,Dat|Gender=Masc|Number=Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Case=Acc,Dat|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Mood=Imp|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin , Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind , Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Case=Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Definite=Def|Foreign=Yes|POS=DET|PronType=Art , Case=Dat|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs , Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Dem , Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs , Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin , Case=Acc|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin , Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin , Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs , Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art , Case=Acc|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|PunctType=Quot|VerbForm=Inf , Case=Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Case=Com|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes , NumForm=Digit|NumType=Frac|POS=SYM , Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf , Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf , Case=Dat|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Ind , Case=Acc,Dat|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin , Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes , Case=Acc,Dat|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger , Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind , Case=Dat|Number=Plur|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Case=Acc|Number=Plur|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf , Number=Sing|POS=PRON|PronType=Tot , Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin , Case=Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger , NumType=Card|Number=Plur|POS=DET|PronType=Ind , POS=PRON|PronType=Dem , Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes , POS=AUX|VerbForm=Fin , Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel , Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs , Gender=Fem|Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs , Case=Acc|Gender=Fem|Number=Plur|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf , Case=Acc|Gender=Masc|Number=Plur|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf , Case=Acc,Dat|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , AdvType=Tim|Gender=Masc|Number=Sing|POS=NOUN , Gender=Fem|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs , Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|Typo=Yes|VerbForm=Fin , Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Dem , Case=Acc|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs , Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind , Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Ind , Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs , Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art , Gender=Masc|Number=Plur|POS=DET|PronType=Art , Gender=Masc|Number=Sing|POS=NOUN|VerbForm=Part , Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger , Case=Acc,Dat|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind , Case=Acc|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger , Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs , Case=Acc|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin , Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes , Gender=Fem|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs , Case=Com|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs , POS=X , Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs , Case=Com|POS=PRON|Person=3|PronType=Prs|Reflex=Yes , Case=Acc,Dat|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs , Case=Acc|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin , Case=Acc|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs , Number=Sing|POS=AUX|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Fin , Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin , Gender=Masc|Number=Plur|POS=PRON|Person=2|Poss=Yes|PronType=Ind , Case=Dat|Mood=Imp|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin , Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs , Case=Dat|Mood=Imp|Number=Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin , Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs , Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs , Case=Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf , Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs , POS=NOUN|PunctType=Comm , Degree=Cmp|POS=ADJ , Gender=Masc|POS=ADJ , Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Ind , POS=PRON|PronType=Neg , Case=Acc,Dat|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf , Case=Acc|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger , Case=Dat|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger , Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind , Number=Sing|POS=DET|PronType=Int,Rel , Definite=Def|Foreign=Yes|Gender=Fem|Number=Sing|POS=DET|PronType=Art , Foreign=Yes|POS=NOUN , Foreign=Yes|POS=ADP , Foreign=Yes|POS=CCONJ , Foreign=Yes|POS=PROPN
parser ROOT , acl , advcl , advmod , amod , appos , aux , case , cc , ccomp , compound , conj , cop , csubj , dep , det , expl:impers , expl:pass , expl:pv , fixed , flat , iobj , mark , nmod , nsubj , nummod , obj , obl , parataxis , punct , xcomp

准确度

Type Score
TOKEN_ACC 100.00
TOKEN_P 99.89
TOKEN_R 99.95
TOKEN_F 99.92
POS_ACC 99.14
MORPH_ACC 98.80
MORPH_MICRO_P 99.67
MORPH_MICRO_R 99.36
MORPH_MICRO_F 99.51
SENTS_P 96.25
SENTS_R 97.76
SENTS_F 97.00
DEP_UAS 94.68
DEP_LAS 92.92
TAG_ACC 96.76
LEMMA_ACC 96.79

作者:

spaCy

数据集大小:

814.2 MB

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