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{ |
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"lang":"ja", |
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"name":"core_news_md", |
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"version":"3.3.0", |
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"description":"Japanese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler.", |
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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 4.0", |
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"spacy_version":">=3.3.0.dev0,<3.4.0", |
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"spacy_git_version":"849bef2de", |
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"vectors":{ |
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"width":300, |
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"vectors":20000, |
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"keys":480443, |
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"name":"ja_vectors" |
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}, |
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"labels":{ |
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"tok2vec":[ |
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|
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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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"tok2vec", |
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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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"tok2vec", |
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"morphologizer", |
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"parser", |
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"senter", |
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"attribute_ruler", |
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"ner" |
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], |
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"disabled":[ |
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"senter" |
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], |
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"performance":{ |
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"token_acc":0.9968649485, |
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"token_p":0.9764591282, |
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"token_r":0.9790021974, |
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"token_f":0.9777290092, |
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"pos_acc":0.9708372531, |
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"morph_acc":0.0, |
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"morph_micro_p":0.3401360544, |
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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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"p":1.0, |
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"r":0.9803921569, |
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"f":0.9900990099 |
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}, |
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"Inflection":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"Reading":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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} |
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}, |
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"sents_p":0.9940828402, |
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"sents_r":0.9940828402, |
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"sents_f":0.9940828402, |
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"dep_uas":0.9211237169, |
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"dep_las":0.9075282365, |
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"dep_las_per_type":{ |
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"cc":{ |
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"p":0.8125, |
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"r":0.8125, |
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"f":0.8125 |
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}, |
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"compound":{ |
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"p":0.9490930369, |
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"r":0.9143179256, |
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"f":0.9313809934 |
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}, |
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"obl":{ |
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"p":0.80875, |
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"r":0.8077403246, |
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"f":0.808244847 |
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}, |
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"case":{ |
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"p":0.9884925201, |
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"r":0.9791033435, |
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"f":0.9837755297 |
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}, |
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"dislocated":{ |
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"p":0.6666666667, |
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"r":0.4615384615, |
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"f":0.5454545455 |
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}, |
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"nsubj":{ |
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"p":0.8146718147, |
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"r":0.8099808061, |
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"f":0.812319538 |
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}, |
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"nmod":{ |
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"p":0.8869565217, |
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"r":0.8350877193, |
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"f":0.8602409639 |
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}, |
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"root":{ |
|
"p":0.966, |
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"r":0.9526627219, |
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"f":0.959285005 |
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}, |
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"aux":{ |
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"p":0.9768732655, |
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"r":0.9805013928, |
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"f":0.9786839666 |
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}, |
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"advcl":{ |
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"p":0.6876404494, |
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"r":0.6876404494, |
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"f":0.6876404494 |
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}, |
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"mark":{ |
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"p":0.9696969697, |
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"r":0.96, |
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"f":0.9648241206 |
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}, |
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"fixed":{ |
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"p":0.9566003617, |
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"r":0.9618181818, |
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"f":0.9592021759 |
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}, |
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"acl":{ |
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"p":0.8278867102, |
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"r":0.8351648352, |
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"f":0.8315098468 |
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}, |
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"obj":{ |
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"p":0.9456193353, |
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"r":0.9456193353, |
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"f":0.9456193353 |
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}, |
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"nummod":{ |
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"p":0.9325153374, |
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"r":0.899408284, |
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"f":0.9156626506 |
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}, |
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"advmod":{ |
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"p":0.7054263566, |
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"r":0.65, |
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"f":0.6765799257 |
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}, |
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"amod":{ |
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"p":0.9642857143, |
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"r":0.7297297297, |
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"f":0.8307692308 |
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}, |
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"cop":{ |
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"p":0.9700598802, |
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"r":0.9418604651, |
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"f":0.9557522124 |
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}, |
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"ccomp":{ |
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"p":0.95, |
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"r":0.8636363636, |
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"f":0.9047619048 |
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}, |
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"det":{ |
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"p":0.9807692308, |
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"r":0.9622641509, |
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"f":0.9714285714 |
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}, |
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"csubj":{ |
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"p":0.6153846154, |
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"r":0.6666666667, |
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"f":0.64 |
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}, |
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"dep":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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} |
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}, |
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"tag_acc":0.9712488769, |
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"lemma_acc":0.965013864, |
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"ents_p":0.7384196185, |
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"ents_r":0.6817610063, |
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"ents_f":0.7089601046, |
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"ents_per_type":{ |
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"DATE":{ |
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"p":0.9722222222, |
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"r":0.9633027523, |
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"f":0.9677419355 |
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}, |
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"ORG":{ |
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"p":0.6097560976, |
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"r":0.5474452555, |
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"f":0.5769230769 |
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}, |
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"TITLE_AFFIX":{ |
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"p":0.8636363636, |
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"r":0.6333333333, |
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"f":0.7307692308 |
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}, |
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"PERSON":{ |
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"p":0.762962963, |
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"r":0.7410071942, |
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"f":0.7518248175 |
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}, |
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"GPE":{ |
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"p":0.7282608696, |
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"r":0.7127659574, |
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"f":0.7204301075 |
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}, |
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"PRODUCT":{ |
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"p":0.4375, |
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"r":0.3333333333, |
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"f":0.3783783784 |
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}, |
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"TIME":{ |
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"p":0.6666666667, |
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"r":1.0, |
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"f":0.8 |
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}, |
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"QUANTITY":{ |
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"p":0.8769230769, |
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"r":0.8636363636, |
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"f":0.8702290076 |
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}, |
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"NORP":{ |
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"p":0.72, |
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"r":0.5625, |
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"f":0.6315789474 |
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}, |
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"ORDINAL":{ |
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"p":0.5172413793, |
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"r":0.6818181818, |
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"f":0.5882352941 |
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}, |
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"WORK_OF_ART":{ |
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"p":0.5789473684, |
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"r":0.6470588235, |
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"f":0.6111111111 |
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}, |
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"FAC":{ |
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"p":0.625, |
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"r":0.4054054054, |
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"f":0.4918032787 |
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}, |
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"PERCENT":{ |
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"p":1.0, |
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"r":0.2857142857, |
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"f":0.4444444444 |
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}, |
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"EVENT":{ |
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"p":0.7619047619, |
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"r":0.6153846154, |
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"f":0.6808510638 |
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}, |
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"CARDINAL":{ |
|
"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"LOC":{ |
|
"p":0.5384615385, |
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"r":0.7, |
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"f":0.6086956522 |
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}, |
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"MOVEMENT":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"LAW":{ |
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"p":1.0, |
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"r":0.3333333333, |
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"f":0.5 |
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}, |
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"PET_NAME":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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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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} |
|
}, |
|
"speed":8044.6200194392 |
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}, |
|
"sources":[ |
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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" |
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}, |
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{ |
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"name":"chiVe: Japanese Word Embedding with Sudachi & NWJC (chive-1.1-mc90-500k)", |
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"url":"https://github.com/WorksApplications/chiVe", |
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"license":"Apache-2.0", |
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"author":"Works Applications" |
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} |
|
], |
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"requirements":[ |
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"sudachipy>=0.5.2,!=0.6.1", |
|
"sudachidict-core>=20211220" |
|
] |
|
} |