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{ |
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"lang":"ja", |
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"name":"core_news_md", |
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"version":"3.5.0", |
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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":">=3.5.0,<3.6.0", |
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"spacy_git_version":"9e0322de1", |
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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=SPACE", |
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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":0.9937494927, |
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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":0.9721881391, |
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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":0.9708171206, |
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"sents_r":0.9842209073, |
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"sents_f":0.9774730656, |
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"dep_uas":0.9203675345, |
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"dep_las":0.9074140723, |
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"dep_las_per_type":{ |
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"cc":{ |
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"p":0.829787234, |
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"r":0.8125, |
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"f":0.8210526316 |
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}, |
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"compound":{ |
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"p":0.9382284382, |
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"r":0.9075535513, |
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"f":0.9226361032 |
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}, |
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"obl":{ |
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"p":0.8116480793, |
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"r":0.8177278402, |
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"f":0.8146766169 |
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}, |
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"case":{ |
|
"p":0.9888632873, |
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"r":0.978343465, |
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"f":0.9835752483 |
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}, |
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"dislocated":{ |
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"p":0.5384615385, |
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"r":0.5384615385, |
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"f":0.5384615385 |
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}, |
|
"nsubj":{ |
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"p":0.8103448276, |
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"r":0.8119001919, |
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"f":0.8111217641 |
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}, |
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"nmod":{ |
|
"p":0.8861076345, |
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"r":0.8280701754, |
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"f":0.8561064087 |
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}, |
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"root":{ |
|
"p":0.9703557312, |
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"r":0.9684418146, |
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"f":0.9693978282 |
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}, |
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"aux":{ |
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"p":0.9823747681, |
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"r":0.9832869081, |
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"f":0.9828306265 |
|
}, |
|
"advcl":{ |
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"p":0.6825396825, |
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"r":0.6764044944, |
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"f":0.6794582393 |
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}, |
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"mark":{ |
|
"p":0.967611336, |
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"r":0.956, |
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"f":0.9617706237 |
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}, |
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"fixed":{ |
|
"p":0.946714032, |
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"r":0.9690909091, |
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"f":0.957771788 |
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}, |
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"acl":{ |
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"p":0.8470066519, |
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"r":0.8395604396, |
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"f":0.8432671082 |
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}, |
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"obj":{ |
|
"p":0.9569230769, |
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"r":0.9395770393, |
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"f":0.9481707317 |
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}, |
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"nummod":{ |
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"p":0.987012987, |
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"r":0.899408284, |
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"f":0.9411764706 |
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}, |
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"advmod":{ |
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"p":0.6715328467, |
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"r":0.6571428571, |
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"f":0.6642599278 |
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}, |
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"amod":{ |
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"p":0.962962963, |
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"r":0.7027027027, |
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"f":0.8125 |
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}, |
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"cop":{ |
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"p":0.9704142012, |
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"r":0.9534883721, |
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"f":0.9618768328 |
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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":0.7272727273, |
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"r":0.6666666667, |
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"f":0.6956521739 |
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}, |
|
"dep":{ |
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"p":0.25, |
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"r":0.1428571429, |
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"f":0.1818181818 |
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} |
|
}, |
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"tag_acc":0.9712488769, |
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"lemma_acc":0.9670526831, |
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"ents_p":0.7121418827, |
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"ents_r":0.6566037736, |
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"ents_f":0.6832460733, |
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"ents_per_type":{ |
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"DATE":{ |
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"p":0.954954955, |
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"r":0.9724770642, |
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"f":0.9636363636 |
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}, |
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"ORG":{ |
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"p":0.5675675676, |
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"r":0.4598540146, |
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"f":0.5080645161 |
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}, |
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"TITLE_AFFIX":{ |
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"p":0.8181818182, |
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"r":0.6, |
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"f":0.6923076923 |
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}, |
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"PERSON":{ |
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"p":0.7410071942, |
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"r":0.7410071942, |
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"f":0.7410071942 |
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}, |
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"GPE":{ |
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"p":0.6875, |
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"r":0.7021276596, |
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"f":0.6947368421 |
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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":0.8695652174, |
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"r":0.9090909091, |
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"f":0.8888888889 |
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}, |
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"NORP":{ |
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"p":0.6785714286, |
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"r":0.59375, |
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"f":0.6333333333 |
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}, |
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"ORDINAL":{ |
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"p":0.619047619, |
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"r":0.5909090909, |
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"f":0.6046511628 |
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}, |
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"WORK_OF_ART":{ |
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"p":0.6666666667, |
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"r":0.5882352941, |
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"f":0.625 |
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}, |
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"CARDINAL":{ |
|
"p":1.0, |
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"r":0.5, |
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"f":0.6666666667 |
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}, |
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"FAC":{ |
|
"p":0.5384615385, |
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"r":0.3783783784, |
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"f":0.4444444444 |
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}, |
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"PERCENT":{ |
|
"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":{ |
|
"p":0.9285714286, |
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"r":0.5, |
|
"f":0.65 |
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}, |
|
"LOC":{ |
|
"p":0.4117647059, |
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"r":0.7, |
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"f":0.5185185185 |
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}, |
|
"MOVEMENT":{ |
|
"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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"PRODUCT":{ |
|
"p":0.2857142857, |
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"r":0.2380952381, |
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"f":0.2597402597 |
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}, |
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"LAW":{ |
|
"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
|
"MONEY":{ |
|
"p":1.0, |
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"r":1.0, |
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"f":1.0 |
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}, |
|
"LANGUAGE":{ |
|
"p":0.75, |
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"r":1.0, |
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"f":0.8571428571 |
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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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}, |
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"speed":9629.4441452948 |
|
}, |
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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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{ |
|
"name":"UD Japanese GSD v2.8 NER", |
|
"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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} |
|
], |
|
"requirements":[ |
|
"sudachipy>=0.5.2,!=0.6.1", |
|
"sudachidict-core>=20211220" |
|
] |
|
} |