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{ |
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"lang":"ja", |
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"name":"core_news_lg", |
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"version":"3.7.0", |
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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":">=3.7.0,<3.8.0", |
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"spacy_git_version":"6b4f77441", |
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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":0.9936678032, |
|
"token_p":0.9763760351, |
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"token_r":0.9788394238, |
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"token_f":0.9776061776, |
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"pos_acc":0.9742268041, |
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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, |
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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, |
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"sents_r":0.9763313609, |
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"sents_f":0.9658536585, |
|
"dep_uas":0.9212481426, |
|
"dep_las":0.9089518668, |
|
"dep_las_per_type":{ |
|
"cc":{ |
|
"p":0.7777777778, |
|
"r":0.7291666667, |
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"f":0.752688172 |
|
}, |
|
"compound":{ |
|
"p":0.942206655, |
|
"r":0.9098083427, |
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"f":0.9257241182 |
|
}, |
|
"obl":{ |
|
"p":0.840357599, |
|
"r":0.8214731586, |
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"f":0.8308080808 |
|
}, |
|
"case":{ |
|
"p":0.9892638037, |
|
"r":0.9802431611, |
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"f":0.9847328244 |
|
}, |
|
"dislocated":{ |
|
"p":0.5384615385, |
|
"r":0.5384615385, |
|
"f":0.5384615385 |
|
}, |
|
"nsubj":{ |
|
"p":0.8027079304, |
|
"r":0.7965451056, |
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"f":0.7996146435 |
|
}, |
|
"nmod":{ |
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"p":0.8683886839, |
|
"r":0.8257309942, |
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"f":0.8465227818 |
|
}, |
|
"root":{ |
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"p":0.9607843137, |
|
"r":0.966469428, |
|
"f":0.9636184857 |
|
}, |
|
"aux":{ |
|
"p":0.9814986124, |
|
"r":0.9851439183, |
|
"f":0.9833178869 |
|
}, |
|
"advcl":{ |
|
"p":0.698630137, |
|
"r":0.6876404494, |
|
"f":0.6930917327 |
|
}, |
|
"mark":{ |
|
"p":0.9776876268, |
|
"r":0.964, |
|
"f":0.970795569 |
|
}, |
|
"fixed":{ |
|
"p":0.9501779359, |
|
"r":0.9709090909, |
|
"f":0.9604316547 |
|
}, |
|
"acl":{ |
|
"p":0.825708061, |
|
"r":0.832967033, |
|
"f":0.829321663 |
|
}, |
|
"obj":{ |
|
"p":0.9571865443, |
|
"r":0.9456193353, |
|
"f":0.9513677812 |
|
}, |
|
"nummod":{ |
|
"p":0.9934210526, |
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"r":0.8934911243, |
|
"f":0.9408099688 |
|
}, |
|
"advmod":{ |
|
"p":0.7050359712, |
|
"r":0.7, |
|
"f":0.7025089606 |
|
}, |
|
"amod":{ |
|
"p":0.935483871, |
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"r":0.7837837838, |
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"f":0.8529411765 |
|
}, |
|
"cop":{ |
|
"p":0.9761904762, |
|
"r":0.9534883721, |
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"f":0.9647058824 |
|
}, |
|
"ccomp":{ |
|
"p":0.95, |
|
"r":0.8636363636, |
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"f":0.9047619048 |
|
}, |
|
"det":{ |
|
"p":1.0, |
|
"r":0.9433962264, |
|
"f":0.9708737864 |
|
}, |
|
"csubj":{ |
|
"p":0.7333333333, |
|
"r":0.9166666667, |
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"f":0.8148148148 |
|
}, |
|
"dep":{ |
|
"p":0.3333333333, |
|
"r":0.1428571429, |
|
"f":0.2 |
|
} |
|
}, |
|
"tag_acc":0.9713282143, |
|
"lemma_acc":0.9670499959, |
|
"ents_p":0.7388362652, |
|
"ents_r":0.6867924528, |
|
"ents_f":0.7118644068, |
|
"ents_per_type":{ |
|
"DATE":{ |
|
"p":0.9626168224, |
|
"r":0.9449541284, |
|
"f":0.9537037037 |
|
}, |
|
"ORG":{ |
|
"p":0.6090225564, |
|
"r":0.5912408759, |
|
"f":0.6 |
|
}, |
|
"PERSON":{ |
|
"p":0.7883211679, |
|
"r":0.7769784173, |
|
"f":0.7826086957 |
|
}, |
|
"GPE":{ |
|
"p":0.6666666667, |
|
"r":0.6595744681, |
|
"f":0.6631016043 |
|
}, |
|
"PRODUCT":{ |
|
"p":0.5769230769, |
|
"r":0.3571428571, |
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"f":0.4411764706 |
|
}, |
|
"TIME":{ |
|
"p":0.5714285714, |
|
"r":1.0, |
|
"f":0.7272727273 |
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}, |
|
"QUANTITY":{ |
|
"p":0.8823529412, |
|
"r":0.9090909091, |
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"f":0.8955223881 |
|
}, |
|
"NORP":{ |
|
"p":0.6206896552, |
|
"r":0.5625, |
|
"f":0.5901639344 |
|
}, |
|
"TITLE_AFFIX":{ |
|
"p":0.7727272727, |
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"r":0.5666666667, |
|
"f":0.6538461538 |
|
}, |
|
"ORDINAL":{ |
|
"p":0.56, |
|
"r":0.6363636364, |
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"f":0.5957446809 |
|
}, |
|
"WORK_OF_ART":{ |
|
"p":0.8461538462, |
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"r":0.6470588235, |
|
"f":0.7333333333 |
|
}, |
|
"FAC":{ |
|
"p":0.64, |
|
"r":0.4324324324, |
|
"f":0.5161290323 |
|
}, |
|
"EVENT":{ |
|
"p":0.6315789474, |
|
"r":0.4615384615, |
|
"f":0.5333333333 |
|
}, |
|
"PERCENT":{ |
|
"p":1.0, |
|
"r":0.2857142857, |
|
"f":0.4444444444 |
|
}, |
|
"CARDINAL":{ |
|
"p":0.0, |
|
"r":0.0, |
|
"f":0.0 |
|
}, |
|
"LOC":{ |
|
"p":0.6666666667, |
|
"r":0.8, |
|
"f":0.7272727273 |
|
}, |
|
"PET_NAME":{ |
|
"p":0.0, |
|
"r":0.0, |
|
"f":0.0 |
|
}, |
|
"MOVEMENT":{ |
|
"p":0.2, |
|
"r":0.2, |
|
"f":0.2 |
|
}, |
|
"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 |
|
} |
|
}, |
|
"speed":8472.2177519611 |
|
}, |
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"sources":[ |
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{ |
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"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" |
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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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} |
|
], |
|
"requirements":[ |
|
"sudachipy>=0.5.2,!=0.6.1", |
|
"sudachidict-core>=20211220" |
|
] |
|
} |