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{ |
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"lang":"ja", |
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"name":"core_news_lg", |
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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":480443, |
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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, |
|
"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":0.9745981102, |
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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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}, |
|
"Inflection":{ |
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"p":0.0, |
|
"r":0.0, |
|
"f":0.0 |
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}, |
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"Reading":{ |
|
"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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} |
|
}, |
|
"sents_p":0.9823874755, |
|
"sents_r":0.9901380671, |
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"sents_f":0.9862475442, |
|
"dep_uas":0.9222457341, |
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"dep_las":0.9090090901, |
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"dep_las_per_type":{ |
|
"cc":{ |
|
"p":0.7755102041, |
|
"r":0.7916666667, |
|
"f":0.7835051546 |
|
}, |
|
"compound":{ |
|
"p":0.9439906651, |
|
"r":0.9120631342, |
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"f":0.9277522936 |
|
}, |
|
"obl":{ |
|
"p":0.8172715895, |
|
"r":0.8152309613, |
|
"f":0.81625 |
|
}, |
|
"case":{ |
|
"p":0.9900230238, |
|
"r":0.9802431611, |
|
"f":0.9851088202 |
|
}, |
|
"dislocated":{ |
|
"p":0.7, |
|
"r":0.5384615385, |
|
"f":0.6086956522 |
|
}, |
|
"nsubj":{ |
|
"p":0.8349514563, |
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"r":0.8253358925, |
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"f":0.8301158301 |
|
}, |
|
"nmod":{ |
|
"p":0.8793532338, |
|
"r":0.8269005848, |
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"f":0.8523206751 |
|
}, |
|
"root":{ |
|
"p":0.958250497, |
|
"r":0.9506903353, |
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"f":0.9544554455 |
|
}, |
|
"aux":{ |
|
"p":0.9851301115, |
|
"r":0.9842154132, |
|
"f":0.9846725499 |
|
}, |
|
"advcl":{ |
|
"p":0.693877551, |
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"r":0.6876404494, |
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"f":0.690744921 |
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}, |
|
"mark":{ |
|
"p":0.9775510204, |
|
"r":0.958, |
|
"f":0.9676767677 |
|
}, |
|
"fixed":{ |
|
"p":0.9536541889, |
|
"r":0.9727272727, |
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"f":0.9630963096 |
|
}, |
|
"acl":{ |
|
"p":0.8409586057, |
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"r":0.8483516484, |
|
"f":0.8446389497 |
|
}, |
|
"obj":{ |
|
"p":0.9541284404, |
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"r":0.9425981873, |
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"f":0.9483282675 |
|
}, |
|
"nummod":{ |
|
"p":0.987012987, |
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"r":0.899408284, |
|
"f":0.9411764706 |
|
}, |
|
"advmod":{ |
|
"p":0.6904761905, |
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"r":0.6214285714, |
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"f":0.6541353383 |
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}, |
|
"amod":{ |
|
"p":0.962962963, |
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"r":0.7027027027, |
|
"f":0.8125 |
|
}, |
|
"cop":{ |
|
"p":0.9534883721, |
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"r":0.9534883721, |
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"f":0.9534883721 |
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}, |
|
"ccomp":{ |
|
"p":0.68, |
|
"r":0.7727272727, |
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"f":0.7234042553 |
|
}, |
|
"det":{ |
|
"p":1.0, |
|
"r":0.9811320755, |
|
"f":0.9904761905 |
|
}, |
|
"csubj":{ |
|
"p":0.6923076923, |
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"r":0.75, |
|
"f":0.72 |
|
}, |
|
"dep":{ |
|
"p":0.0, |
|
"r":0.0, |
|
"f":0.0 |
|
} |
|
}, |
|
"tag_acc":0.9712488769, |
|
"lemma_acc":0.965013864, |
|
"ents_p":0.7611940299, |
|
"ents_r":0.7056603774, |
|
"ents_f":0.7323759791, |
|
"ents_per_type":{ |
|
"DATE":{ |
|
"p":0.9541284404, |
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"r":0.9541284404, |
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"f":0.9541284404 |
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}, |
|
"ORG":{ |
|
"p":0.6639344262, |
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"r":0.5912408759, |
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"f":0.6254826255 |
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}, |
|
"PERSON":{ |
|
"p":0.7714285714, |
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"r":0.7769784173, |
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"f":0.7741935484 |
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}, |
|
"GPE":{ |
|
"p":0.7272727273, |
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"r":0.6808510638, |
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"f":0.7032967033 |
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}, |
|
"PRODUCT":{ |
|
"p":0.5, |
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"r":0.4047619048, |
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"f":0.4473684211 |
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}, |
|
"TIME":{ |
|
"p":0.5714285714, |
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"r":1.0, |
|
"f":0.7272727273 |
|
}, |
|
"QUANTITY":{ |
|
"p":0.884057971, |
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"r":0.9242424242, |
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"f":0.9037037037 |
|
}, |
|
"NORP":{ |
|
"p":0.8, |
|
"r":0.625, |
|
"f":0.701754386 |
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}, |
|
"ORDINAL":{ |
|
"p":0.7, |
|
"r":0.6363636364, |
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"f":0.6666666667 |
|
}, |
|
"TITLE_AFFIX":{ |
|
"p":0.7407407407, |
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"r":0.6666666667, |
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"f":0.701754386 |
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}, |
|
"WORK_OF_ART":{ |
|
"p":0.8571428571, |
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"r":0.7058823529, |
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"f":0.7741935484 |
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}, |
|
"PERCENT":{ |
|
"p":1.0, |
|
"r":0.2857142857, |
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"f":0.4444444444 |
|
}, |
|
"EVENT":{ |
|
"p":0.75, |
|
"r":0.6923076923, |
|
"f":0.72 |
|
}, |
|
"CARDINAL":{ |
|
"p":0.0, |
|
"r":0.0, |
|
"f":0.0 |
|
}, |
|
"LOC":{ |
|
"p":0.5, |
|
"r":0.8, |
|
"f":0.6153846154 |
|
}, |
|
"FAC":{ |
|
"p":0.6666666667, |
|
"r":0.3783783784, |
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"f":0.4827586207 |
|
}, |
|
"MOVEMENT":{ |
|
"p":0.0, |
|
"r":0.0, |
|
"f":0.0 |
|
}, |
|
"LAW":{ |
|
"p":1.0, |
|
"r":0.3333333333, |
|
"f":0.5 |
|
}, |
|
"PET_NAME":{ |
|
"p":0.0, |
|
"r":0.0, |
|
"f":0.0 |
|
}, |
|
"MONEY":{ |
|
"p":1.0, |
|
"r":1.0, |
|
"f":1.0 |
|
}, |
|
"LANGUAGE":{ |
|
"p":1.0, |
|
"r":1.0, |
|
"f":1.0 |
|
} |
|
}, |
|
"speed":9177.2419617522 |
|
}, |
|
"sources":[ |
|
{ |
|
"name":"UD Japanese GSD v2.8", |
|
"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" |
|
}, |
|
{ |
|
"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", |
|
"author":"Works Applications" |
|
} |
|
], |
|
"requirements":[ |
|
"sudachipy>=0.5.2,!=0.6.1", |
|
"sudachidict-core>=20211220" |
|
] |
|
} |