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{ |
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"lang":"ja", |
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"name":"core_news_lg", |
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"version":"3.1.0", |
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"description":"Japanese pipeline optimized for CPU. Components: tok2vec, 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":">=3.1.0,<3.2.0", |
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"spacy_git_version":"caba63b74", |
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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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"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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"senter":[ |
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"I", |
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"S" |
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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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"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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"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":0.9968965945, |
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"tag_acc":0.9721899386, |
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"pos_acc":0.9639755682, |
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"morph_acc":0.0, |
|
"dep_uas":0.9181002928, |
|
"dep_las":0.8998080263, |
|
"ents_p":0.760989011, |
|
"ents_r":0.7075351213, |
|
"ents_f":0.7332892124, |
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"sents_p":0.9860557769, |
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"sents_r":0.9880239521, |
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"sents_f":0.9870388833, |
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"speed":11674.7452722222, |
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"morph_per_feat":{ |
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"Polarity":{ |
|
"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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"dep_las_per_type":{ |
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"cc":{ |
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"p":0.7872340426, |
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"r":0.8043478261, |
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"f":0.7956989247 |
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}, |
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"nummod":{ |
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"p":0.9770114943, |
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"r":0.8762886598, |
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"f":0.9239130435 |
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}, |
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"compound":{ |
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"p":0.9397972117, |
|
"r":0.9205462446, |
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"f":0.9300721229 |
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}, |
|
"obl":{ |
|
"p":0.7827102804, |
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"r":0.8052884615, |
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"f":0.7938388626 |
|
}, |
|
"case":{ |
|
"p":0.986533282, |
|
"r":0.9789996182, |
|
"f":0.9827520123 |
|
}, |
|
"dislocated":{ |
|
"p":0.5, |
|
"r":0.2105263158, |
|
"f":0.2962962963 |
|
}, |
|
"nmod":{ |
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"p":0.8676092545, |
|
"r":0.813253012, |
|
"f":0.8395522388 |
|
}, |
|
"nsubj":{ |
|
"p":0.7950819672, |
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"r":0.8083333333, |
|
"f":0.8016528926 |
|
}, |
|
"root":{ |
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"p":0.9717171717, |
|
"r":0.9600798403, |
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"f":0.9658634538 |
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}, |
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"aux":{ |
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"p":0.9625090123, |
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"r":0.9673913043, |
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"f":0.9649439827 |
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}, |
|
"advcl":{ |
|
"p":0.6802884615, |
|
"r":0.6596736597, |
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"f":0.6698224852 |
|
}, |
|
"mark":{ |
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"p":0.956, |
|
"r":0.9409448819, |
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"f":0.9484126984 |
|
}, |
|
"acl":{ |
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"p":0.7887931034, |
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"r":0.8061674009, |
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"f":0.7973856209 |
|
}, |
|
"obj":{ |
|
"p":0.950617284, |
|
"r":0.9390243902, |
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"f":0.9447852761 |
|
}, |
|
"fixed":{ |
|
"p":0.9421052632, |
|
"r":0.9835164835, |
|
"f":0.9623655914 |
|
}, |
|
"advmod":{ |
|
"p":0.7045454545, |
|
"r":0.4920634921, |
|
"f":0.5794392523 |
|
}, |
|
"amod":{ |
|
"p":0.8888888889, |
|
"r":0.6, |
|
"f":0.7164179104 |
|
}, |
|
"cop":{ |
|
"p":0.9664804469, |
|
"r":0.9505494505, |
|
"f":0.9584487535 |
|
}, |
|
"ccomp":{ |
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"p":0.9, |
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"r":0.8181818182, |
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"f":0.8571428571 |
|
}, |
|
"det":{ |
|
"p":0.9803921569, |
|
"r":0.9803921569, |
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"f":0.9803921569 |
|
}, |
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"dep":{ |
|
"p":0.0, |
|
"r":0.0, |
|
"f":0.0 |
|
}, |
|
"csubj":{ |
|
"p":0.8333333333, |
|
"r":0.7692307692, |
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"f":0.8 |
|
} |
|
}, |
|
"ents_per_type":{ |
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"DATE":{ |
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"p":0.9626168224, |
|
"r":0.9537037037, |
|
"f":0.9581395349 |
|
}, |
|
"ORG":{ |
|
"p":0.6637931034, |
|
"r":0.5877862595, |
|
"f":0.6234817814 |
|
}, |
|
"PERSON":{ |
|
"p":0.780141844, |
|
"r":0.7913669065, |
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"f":0.7857142857 |
|
}, |
|
"GPE":{ |
|
"p":0.6956521739, |
|
"r":0.6808510638, |
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"f":0.688172043 |
|
}, |
|
"EVENT":{ |
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"p":0.6666666667, |
|
"r":0.6153846154, |
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"f":0.64 |
|
}, |
|
"PRODUCT":{ |
|
"p":0.5666666667, |
|
"r":0.4146341463, |
|
"f":0.4788732394 |
|
}, |
|
"TIME":{ |
|
"p":0.6666666667, |
|
"r":1.0, |
|
"f":0.8 |
|
}, |
|
"QUANTITY":{ |
|
"p":0.8970588235, |
|
"r":0.9242424242, |
|
"f":0.9104477612 |
|
}, |
|
"NORP":{ |
|
"p":0.7037037037, |
|
"r":0.59375, |
|
"f":0.6440677966 |
|
}, |
|
"TITLE_AFFIX":{ |
|
"p":0.8571428571, |
|
"r":0.6, |
|
"f":0.7058823529 |
|
}, |
|
"ORDINAL":{ |
|
"p":0.65, |
|
"r":0.6842105263, |
|
"f":0.6666666667 |
|
}, |
|
"WORK_OF_ART":{ |
|
"p":0.6875, |
|
"r":0.6470588235, |
|
"f":0.6666666667 |
|
}, |
|
"FAC":{ |
|
"p":0.5769230769, |
|
"r":0.4054054054, |
|
"f":0.4761904762 |
|
}, |
|
"PERCENT":{ |
|
"p":1.0, |
|
"r":0.4285714286, |
|
"f":0.6 |
|
}, |
|
"LOC":{ |
|
"p":0.6, |
|
"r":0.9, |
|
"f":0.72 |
|
}, |
|
"MOVEMENT":{ |
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"p":0.3333333333, |
|
"r":0.2, |
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"f":0.25 |
|
}, |
|
"LAW":{ |
|
"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 |
|
}, |
|
"CARDINAL":{ |
|
"p":0.0, |
|
"r":0.0, |
|
"f":0.0 |
|
} |
|
} |
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}, |
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"sources":[ |
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{ |
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"name":"UD Japanese GSD v2.6", |
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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 v2.6 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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], |
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"requirements":[ |
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"sudachipy>=0.4.9", |
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"sudachidict-core>=20200330" |
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] |
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} |