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{ |
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"lang":"ja", |
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"name":"core_news_trf", |
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"version":"3.7.2", |
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"description":"Japanese transformer pipeline (Transformer(name='cl-tohoku/bert-base-japanese-char-v2', piece_encoder='char', stride=160, type='bert', width=768, window=216, vocab_size=6144)). Components: transformer, morphologizer, parser, ner.", |
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"author":"Explosion", |
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"email":"contact@explosion.ai", |
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"url":"https://explosion.ai", |
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"license":"CC BY-SA 3.0", |
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"spacy_version":">=3.7.0,<3.8.0", |
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"spacy_git_version":"6b4f77441", |
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"vectors":{ |
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"width":0, |
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"vectors":0, |
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"keys":0, |
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"name":null |
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}, |
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"labels":{ |
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"transformer":[ |
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], |
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"morphologizer":[ |
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"POS=NOUN", |
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"POS=ADP", |
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"POS=VERB", |
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"POS=SCONJ", |
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"POS=AUX", |
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"POS=PUNCT", |
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"POS=PART", |
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"POS=DET", |
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"POS=NUM", |
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"POS=ADV", |
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"POS=PRON", |
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"POS=ADJ", |
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"POS=PROPN", |
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"POS=CCONJ", |
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"POS=SYM", |
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"POS=NOUN|Polarity=Neg", |
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"POS=AUX|Polarity=Neg", |
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"POS=INTJ", |
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"POS=SCONJ|Polarity=Neg" |
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], |
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"parser":[ |
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"ROOT", |
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"acl", |
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"advcl", |
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"advmod", |
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"amod", |
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"aux", |
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"case", |
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"cc", |
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"ccomp", |
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"compound", |
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"cop", |
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"csubj", |
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"dep", |
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"det", |
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"dislocated", |
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"fixed", |
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"mark", |
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"nmod", |
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"nsubj", |
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"nummod", |
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"obj", |
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"obl", |
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"punct" |
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], |
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"attribute_ruler":[ |
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|
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], |
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"ner":[ |
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"CARDINAL", |
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"DATE", |
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"EVENT", |
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"FAC", |
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"GPE", |
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"LANGUAGE", |
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"LAW", |
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"LOC", |
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"MONEY", |
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"MOVEMENT", |
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"NORP", |
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"ORDINAL", |
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"ORG", |
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"PERCENT", |
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"PERSON", |
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"PET_NAME", |
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"PHONE", |
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"PRODUCT", |
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"QUANTITY", |
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"TIME", |
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"TITLE_AFFIX", |
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"WORK_OF_ART" |
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] |
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}, |
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"pipeline":[ |
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"transformer", |
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"morphologizer", |
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"parser", |
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"attribute_ruler", |
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"ner" |
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], |
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"components":[ |
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"transformer", |
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"morphologizer", |
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"parser", |
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"attribute_ruler", |
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"ner" |
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], |
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"disabled":[ |
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], |
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"performance":{ |
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"token_p":0.9763760351, |
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"token_f":0.9776061776, |
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"pos_acc":0.979409718, |
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"morph_acc":0.0, |
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"morph_micro_r":0.9803921569, |
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"morph_micro_f":0.5050505051, |
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"morph_per_feat":{ |
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"Polarity":{ |
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"r":0.9803921569, |
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}, |
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"Inflection":{ |
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"f":0.0 |
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}, |
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"Reading":{ |
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} |
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"dep_uas":0.9304880245, |
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"f":0.9259687681 |
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"f":0.846105919 |
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}, |
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"f":0.9792499524 |
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"p":0.5454545455, |
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"f":0.5 |
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}, |
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"p":0.8700787402, |
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"r":0.8483685221, |
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"f":0.8590864917 |
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"p":0.8964241677, |
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"r":0.8502923977, |
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"f":0.8727490996 |
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"root":{ |
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"fixed":{ |
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"obj":{ |
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"f":0.9411764706 |
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"f":0.9590643275 |
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"p":0.9, |
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"f":0.8571428571 |
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"det":{ |
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} |
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}, |
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"tag_acc":0.9713282143, |
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"lemma_acc":0.9670499959, |
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"ents_p":0.8227383863, |
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"ents_r":0.8465408805, |
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"ents_per_type":{ |
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"DATE":{ |
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"GPE":{ |
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"p":0.84375, |
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"f":0.8526315789 |
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"PRODUCT":{ |
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"f":0.6136363636 |
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}, |
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"TIME":{ |
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"p":0.8, |
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"r":1.0, |
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"f":0.8888888889 |
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}, |
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"p":0.8630136986, |
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"f":0.9064748201 |
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"NORP":{ |
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"r":0.625, |
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"f":0.6451612903 |
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"f":0.7083333333 |
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"p":0.8461538462, |
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"f":0.7333333333 |
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"CARDINAL":{ |
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"p":1.0, |
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"r":0.5, |
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"f":0.6666666667 |
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"PERCENT":{ |
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"p":1.0, |
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"r":0.8571428571, |
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"f":0.9230769231 |
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}, |
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"EVENT":{ |
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"p":0.9583333333, |
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"f":0.92 |
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}, |
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"FAC":{ |
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"p":0.9285714286, |
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"r":0.7027027027, |
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"f":0.8 |
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}, |
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"LOC":{ |
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"p":0.8, |
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"f":0.8 |
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}, |
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"MOVEMENT":{ |
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"p":0.3333333333, |
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"r":0.2, |
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"f":0.25 |
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}, |
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"LAW":{ |
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"p":0.6666666667, |
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"r":0.6666666667, |
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"f":0.6666666667 |
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}, |
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"MONEY":{ |
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"p":1.0, |
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"r":1.0, |
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"f":1.0 |
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}, |
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"LANGUAGE":{ |
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"p":1.0, |
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"r":1.0, |
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"f":1.0 |
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} |
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}, |
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"speed":567.0833083438 |
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}, |
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"sources":[ |
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{ |
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"name":"UD Japanese GSD v2.8", |
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"url":"https://github.com/UniversalDependencies/UD_Japanese-GSD", |
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"license":"CC BY-SA 4.0", |
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"author":"Omura, Mai; Miyao, Yusuke; Kanayama, Hiroshi; Matsuda, Hiroshi; Wakasa, Aya; Yamashita, Kayo; Asahara, Masayuki; Tanaka, Takaaki; Murawaki, Yugo; Matsumoto, Yuji; Mori, Shinsuke; Uematsu, Sumire; McDonald, Ryan; Nivre, Joakim; Zeman, Daniel" |
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}, |
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{ |
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"name":"UD Japanese GSD v2.8 NER", |
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"url":"https://github.com/megagonlabs/UD_Japanese-GSD", |
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"license":"CC BY-SA 4.0", |
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"author":"Megagon Labs Tokyo" |
|
}, |
|
{ |
|
"name":"cl-tohoku/bert-base-japanese-char-v2", |
|
"author":"Inui Laboratory, Tohoku University", |
|
"url":"https://huggingface.co/cl-tohoku/bert-base-japanese-char-v2", |
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"license":"CC BY-SA 3.0" |
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} |
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], |
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"requirements":[ |
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"spacy-curated-transformers>=0.2.0,<0.3.0", |
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"sudachipy>=0.5.2,!=0.6.1", |
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"sudachidict-core>=20211220" |
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] |
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} |