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{ |
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"lang":"ja", |
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"name":"core_news_lg", |
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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":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=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":0.9749672775, |
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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, |
|
"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":0.9555984556, |
|
"sents_r":0.9763313609, |
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"sents_f":0.9658536585, |
|
"dep_uas":0.9233540485, |
|
"dep_las":0.9101052821, |
|
"dep_las_per_type":{ |
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"cc":{ |
|
"p":0.7826086957, |
|
"r":0.75, |
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"f":0.7659574468 |
|
}, |
|
"compound":{ |
|
"p":0.9399066511, |
|
"r":0.9081172492, |
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"f":0.9237385321 |
|
}, |
|
"obl":{ |
|
"p":0.8310038119, |
|
"r":0.8164794007, |
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"f":0.8236775819 |
|
}, |
|
"case":{ |
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"p":0.9907940161, |
|
"r":0.9813829787, |
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"f":0.9860660431 |
|
}, |
|
"dislocated":{ |
|
"p":0.5454545455, |
|
"r":0.4615384615, |
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"f":0.5 |
|
}, |
|
"nsubj":{ |
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"p":0.8359073359, |
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"r":0.8310940499, |
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"f":0.833493744 |
|
}, |
|
"nmod":{ |
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"p":0.8835192069, |
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"r":0.8339181287, |
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"f":0.8580024067 |
|
}, |
|
"root":{ |
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"p":0.9569471624, |
|
"r":0.9644970414, |
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"f":0.9607072692 |
|
}, |
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"aux":{ |
|
"p":0.9796672828, |
|
"r":0.9842154132, |
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"f":0.9819360815 |
|
}, |
|
"advcl":{ |
|
"p":0.6888888889, |
|
"r":0.6966292135, |
|
"f":0.6927374302 |
|
}, |
|
"mark":{ |
|
"p":0.9777777778, |
|
"r":0.968, |
|
"f":0.9728643216 |
|
}, |
|
"fixed":{ |
|
"p":0.9621621622, |
|
"r":0.9709090909, |
|
"f":0.9665158371 |
|
}, |
|
"acl":{ |
|
"p":0.8422222222, |
|
"r":0.832967033, |
|
"f":0.8375690608 |
|
}, |
|
"obj":{ |
|
"p":0.9476923077, |
|
"r":0.9305135952, |
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"f":0.9390243902 |
|
}, |
|
"nummod":{ |
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"p":0.9805194805, |
|
"r":0.8934911243, |
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"f":0.9349845201 |
|
}, |
|
"advmod":{ |
|
"p":0.6739130435, |
|
"r":0.6642857143, |
|
"f":0.6690647482 |
|
}, |
|
"amod":{ |
|
"p":0.8709677419, |
|
"r":0.7297297297, |
|
"f":0.7941176471 |
|
}, |
|
"cop":{ |
|
"p":0.9640718563, |
|
"r":0.9360465116, |
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"f":0.9498525074 |
|
}, |
|
"ccomp":{ |
|
"p":1.0, |
|
"r":0.9545454545, |
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"f":0.976744186 |
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}, |
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"det":{ |
|
"p":1.0, |
|
"r":0.9811320755, |
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"f":0.9904761905 |
|
}, |
|
"csubj":{ |
|
"p":0.6153846154, |
|
"r":0.6666666667, |
|
"f":0.64 |
|
}, |
|
"dep":{ |
|
"p":0.25, |
|
"r":0.1428571429, |
|
"f":0.1818181818 |
|
} |
|
}, |
|
"tag_acc":0.9712488769, |
|
"lemma_acc":0.9670526831, |
|
"ents_p":0.754691689, |
|
"ents_r":0.7081761006, |
|
"ents_f":0.7306943543, |
|
"ents_per_type":{ |
|
"DATE":{ |
|
"p":0.9363636364, |
|
"r":0.9449541284, |
|
"f":0.9406392694 |
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}, |
|
"ORG":{ |
|
"p":0.6456692913, |
|
"r":0.598540146, |
|
"f":0.6212121212 |
|
}, |
|
"PERSON":{ |
|
"p":0.7666666667, |
|
"r":0.8273381295, |
|
"f":0.7958477509 |
|
}, |
|
"GPE":{ |
|
"p":0.7386363636, |
|
"r":0.6914893617, |
|
"f":0.7142857143 |
|
}, |
|
"TIME":{ |
|
"p":0.5, |
|
"r":1.0, |
|
"f":0.6666666667 |
|
}, |
|
"QUANTITY":{ |
|
"p":0.8923076923, |
|
"r":0.8787878788, |
|
"f":0.8854961832 |
|
}, |
|
"NORP":{ |
|
"p":0.7037037037, |
|
"r":0.59375, |
|
"f":0.6440677966 |
|
}, |
|
"TITLE_AFFIX":{ |
|
"p":0.8, |
|
"r":0.6666666667, |
|
"f":0.7272727273 |
|
}, |
|
"ORDINAL":{ |
|
"p":0.5652173913, |
|
"r":0.5909090909, |
|
"f":0.5777777778 |
|
}, |
|
"WORK_OF_ART":{ |
|
"p":0.75, |
|
"r":0.7058823529, |
|
"f":0.7272727273 |
|
}, |
|
"CARDINAL":{ |
|
"p":0.5, |
|
"r":0.5, |
|
"f":0.5 |
|
}, |
|
"FAC":{ |
|
"p":0.6666666667, |
|
"r":0.4324324324, |
|
"f":0.5245901639 |
|
}, |
|
"EVENT":{ |
|
"p":0.6956521739, |
|
"r":0.6153846154, |
|
"f":0.6530612245 |
|
}, |
|
"PERCENT":{ |
|
"p":1.0, |
|
"r":0.2857142857, |
|
"f":0.4444444444 |
|
}, |
|
"LOC":{ |
|
"p":0.75, |
|
"r":0.9, |
|
"f":0.8181818182 |
|
}, |
|
"PRODUCT":{ |
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"p":0.5384615385, |
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"r":0.3333333333, |
|
"f":0.4117647059 |
|
}, |
|
"MOVEMENT":{ |
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"p":0.0, |
|
"r":0.0, |
|
"f":0.0 |
|
}, |
|
"LAW":{ |
|
"p":1.0, |
|
"r":0.3333333333, |
|
"f":0.5 |
|
}, |
|
"MONEY":{ |
|
"p":1.0, |
|
"r":1.0, |
|
"f":1.0 |
|
}, |
|
"LANGUAGE":{ |
|
"p":1.0, |
|
"r":1.0, |
|
"f":1.0 |
|
}, |
|
"PET_NAME":{ |
|
"p":0.0, |
|
"r":0.0, |
|
"f":0.0 |
|
} |
|
}, |
|
"speed":9928.6122863321 |
|
}, |
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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" |
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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" |
|
] |
|
} |