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{"lang":"fr","name":"core_news_sm","license":"LGPL","author":"Explosion","url":"https://explosion.ai","email":"contact@explosion.ai","description":"French multi-task CNN trained on the French Sequoia (Universal Dependencies) and WikiNER corpus. Assigns context-specific token vectors, POS tags, dependency parse and named entities. Supports identification of PER, LOC, ORG and MISC entities.","notes":"Because the model is trained on Wikipedia, it may perform inconsistently on many genres, such as social media text. The NER accuracy refers to the \"silver standard\" annotations in the WikiNER corpus. Accuracy on these annotations tends to be higher than correct human annotations.","sources":[{"name":"French UD Sequoia Corpus","url":"https://github.com/UniversalDependencies/UD_French-Sequoia","license":"LGPL"},{"name":"WikiNER","url":"https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500","license":"CC BY 4.0"}],"pipeline":["tagger","parser","ner"],"version":"2.2.5","spacy_version":">=2.2.2","parent_package":"spacy","accuracy":{"las":84.4800537875,"uas":87.3599282833,"token_acc":100.0,"tags_acc":94.62,"ents_f":82.9558113628,"ents_p":83.1920932386,"ents_r":82.7208678596},"speed":{"cpu":3917.4598694165,"gpu":null,"nwords":689875},"labels":{"tagger":["ADJ__Gender=Fem|Number=Plur","ADJ__Gender=Fem|Number=Plur|NumType=Ord","ADJ__Gender=Fem|Number=Sing","ADJ__Gender=Fem|Number=Sing|NumType=Ord","ADJ__Gender=Masc","ADJ__Gender=Masc|Number=Plur","ADJ__Gender=Masc|Number=Plur|NumType=Ord","ADJ__Gender=Masc|Number=Sing","ADJ__Gender=Masc|Number=Sing|NumType=Card","ADJ__Gender=Masc|Number=Sing|NumType=Ord","ADJ__NumType=Card","ADJ__NumType=Ord","ADJ__Number=Plur","ADJ__Number=Sing","ADJ__Number=Sing|NumType=Ord","ADJ___","ADP__Gender=Fem|Number=Plur|Person=3","ADP__Gender=Masc|Number=Plur|Person=3","ADP__Gender=Masc|Number=Sing|Person=3","ADP___","ADV__Polarity=Neg","ADV__PronType=Int","ADV___","AUX__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part","AUX__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass","AUX__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part","AUX__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass","AUX__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part","AUX__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass","AUX__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part","AUX__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass","AUX__Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin","AUX__Mood=Cnd|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin","AUX__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin","AUX__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin","AUX__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin","AUX__Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin","AUX__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin","AUX__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin","AUX__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin","AUX__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin","AUX__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin","AUX__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin","AUX__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin","AUX__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin","AUX__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin","AUX__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin","AUX__Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin","AUX__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin","AUX__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin","AUX__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin","AUX__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin","AUX__Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin","AUX__Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin","AUX__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin","AUX__Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin","AUX__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin","AUX__Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass","AUX__Tense=Past|VerbForm=Part","AUX__Tense=Pres|VerbForm=Part","AUX__VerbForm=Inf","CCONJ___","DET__Definite=Def|Gender=Fem|Number=Sing|PronType=Art","DET__Definite=Def|Gender=Masc|Number=Sing|PronType=Art","DET__Definite=Def|Number=Plur|PronType=Art","DET__Definite=Def|Number=Sing|PronType=Art","DET__Definite=Ind|Gender=Fem|Number=Plur|PronType=Art","DET__Definite=Ind|Gender=Fem|Number=Sing|PronType=Art","DET__Definite=Ind|Gender=Masc|Number=Plur|PronType=Art","DET__Definite=Ind|Gender=Masc|Number=Sing|PronType=Art","DET__Definite=Ind|Number=Plur|PronType=Art","DET__Definite=Ind|Number=Sing|PronType=Art","DET__Gender=Fem|Number=Plur","DET__Gender=Fem|Number=Plur|PronType=Int","DET__Gender=Fem|Number=Sing","DET__Gender=Fem|Number=Sing|Poss=Yes","DET__Gender=Fem|Number=Sing|PronType=Dem","DET__Gender=Fem|Number=Sing|PronType=Int","DET__Gender=Masc|Number=Plur","DET__Gender=Masc|Number=Sing","DET__Gender=Masc|Number=Sing|PronType=Dem","DET__Gender=Masc|Number=Sing|PronType=Int","DET__Number=Plur","DET__Number=Plur|Poss=Yes","DET__Number=Plur|PronType=Dem","DET__Number=Sing","DET__Number=Sing|Poss=Yes","DET___","INTJ___","NOUN__Gender=Fem","NOUN__Gender=Fem|Number=Plur","NOUN__Gender=Fem|Number=Sing","NOUN__Gender=Masc","NOUN__Gender=Masc|Number=Plur","NOUN__Gender=Masc|Number=Plur|NumType=Card","NOUN__Gender=Masc|Number=Sing","NOUN__Gender=Masc|Number=Sing|NumType=Card","NOUN__NumType=Card","NOUN__Number=Plur","NOUN__Number=Sing","NOUN___","NUM__Gender=Masc|Number=Plur|NumType=Card","NUM__NumType=Card","PART___","PRON__Gender=Fem|Number=Plur","PRON__Gender=Fem|Number=Plur|Person=3","PRON__Gender=Fem|Number=Plur|Person=3|PronType=Prs","PRON__Gender=Fem|Number=Plur|Person=3|PronType=Rel","PRON__Gender=Fem|Number=Plur|PronType=Dem","PRON__Gender=Fem|Number=Plur|PronType=Rel","PRON__Gender=Fem|Number=Sing|Person=3","PRON__Gender=Fem|Number=Sing|Person=3|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