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{ |
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"lang":"ja", |
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"name":"core_news_lg", |
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"version":"3.2.0", |
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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":">=3.2.0,<3.3.0", |
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"spacy_git_version":"bb26550e2", |
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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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"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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"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, |
|
"token_r":0.9790021974, |
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"token_f":0.9777290092, |
|
"pos_acc":0.9736163946, |
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"morph_acc":0.0040005162, |
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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, |
|
"r":0.0, |
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"f":0.0 |
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} |
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}, |
|
"sents_p":0.9862204724, |
|
"sents_r":0.9881656805, |
|
"sents_f":0.9871921182, |
|
"dep_uas":0.9214150689, |
|
"dep_las":0.9080930316, |
|
"dep_las_per_type":{ |
|
"cc":{ |
|
"p":0.75, |
|
"r":0.75, |
|
"f":0.75 |
|
}, |
|
"compound":{ |
|
"p":0.9486581097, |
|
"r":0.916572717, |
|
"f":0.9323394495 |
|
}, |
|
"obl":{ |
|
"p":0.8233082707, |
|
"r":0.8202247191, |
|
"f":0.8217636023 |
|
}, |
|
"case":{ |
|
"p":0.9892679187, |
|
"r":0.9806231003, |
|
"f":0.9849265407 |
|
}, |
|
"dislocated":{ |
|
"p":0.5, |
|
"r":0.4615384615, |
|
"f":0.48 |
|
}, |
|
"nsubj":{ |
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"p":0.8281853282, |
|
"r":0.8234165067, |
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"f":0.8257940327 |
|
}, |
|
"nmod":{ |
|
"p":0.87875, |
|
"r":0.8222222222, |
|
"f":0.8495468278 |
|
}, |
|
"root":{ |
|
"p":0.9560878244, |
|
"r":0.9447731755, |
|
"f":0.9503968254 |
|
}, |
|
"aux":{ |
|
"p":0.9751381215, |
|
"r":0.9832869081, |
|
"f":0.9791955617 |
|
}, |
|
"advcl":{ |
|
"p":0.6810933941, |
|
"r":0.6719101124, |
|
"f":0.6764705882 |
|
}, |
|
"mark":{ |
|
"p":0.971659919, |
|
"r":0.96, |
|
"f":0.9657947686 |
|
}, |
|
"fixed":{ |
|
"p":0.9571428571, |
|
"r":0.9745454545, |
|
"f":0.9657657658 |
|
}, |
|
"acl":{ |
|
"p":0.8492239468, |
|
"r":0.8417582418, |
|
"f":0.8454746137 |
|
}, |
|
"obj":{ |
|
"p":0.9662576687, |
|
"r":0.9516616314, |
|
"f":0.9589041096 |
|
}, |
|
"nummod":{ |
|
"p":0.9806451613, |
|
"r":0.899408284, |
|
"f":0.9382716049 |
|
}, |
|
"advmod":{ |
|
"p":0.6691729323, |
|
"r":0.6357142857, |
|
"f":0.652014652 |
|
}, |
|
"amod":{ |
|
"p":0.9310344828, |
|
"r":0.7297297297, |
|
"f":0.8181818182 |
|
}, |
|
"cop":{ |
|
"p":0.9634146341, |
|
"r":0.9186046512, |
|
"f":0.9404761905 |
|
}, |
|
"ccomp":{ |
|
"p":0.8571428571, |
|
"r":0.8181818182, |
|
"f":0.8372093023 |
|
}, |
|
"csubj":{ |
|
"p":0.4444444444, |
|
"r":0.6666666667, |
|
"f":0.5333333333 |
|
}, |
|
"det":{ |
|
"p":0.9807692308, |
|
"r":0.9622641509, |
|
"f":0.9714285714 |
|
}, |
|
"dep":{ |
|
"p":0.0769230769, |
|
"r":0.1428571429, |
|
"f":0.1 |
|
} |
|
}, |
|
"tag_acc":0.9715755942, |
|
"lemma_acc":0.9659109444, |
|
"ents_p":0.7402422611, |
|
"ents_r":0.6918238994, |
|
"ents_f":0.7152145644, |
|
"ents_per_type":{ |
|
"DATE":{ |
|
"p":0.9553571429, |
|
"r":0.9816513761, |
|
"f":0.9683257919 |
|
}, |
|
"ORG":{ |
|
"p":0.5916666667, |
|
"r":0.5182481752, |
|
"f":0.5525291829 |
|
}, |
|
"PERSON":{ |
|
"p":0.7816901408, |
|
"r":0.7985611511, |
|
"f":0.7900355872 |
|
}, |
|
"GPE":{ |
|
"p":0.6774193548, |
|
"r":0.670212766, |
|
"f":0.6737967914 |
|
}, |
|
"QUANTITY":{ |
|
"p":0.8194444444, |
|
"r":0.8939393939, |
|
"f":0.8550724638 |
|
}, |
|
"TIME":{ |
|
"p":0.6666666667, |
|
"r":1.0, |
|
"f":0.8 |
|
}, |
|
"NORP":{ |
|
"p":0.7407407407, |
|
"r":0.625, |
|
"f":0.6779661017 |
|
}, |
|
"ORDINAL":{ |
|
"p":0.56, |
|
"r":0.6363636364, |
|
"f":0.5957446809 |
|
}, |
|
"TITLE_AFFIX":{ |
|
"p":0.7916666667, |
|
"r":0.6333333333, |
|
"f":0.7037037037 |
|
}, |
|
"WORK_OF_ART":{ |
|
"p":0.75, |
|
"r":0.7058823529, |
|
"f":0.7272727273 |
|
}, |
|
"EVENT":{ |
|
"p":0.8823529412, |
|
"r":0.5769230769, |
|
"f":0.6976744186 |
|
}, |
|
"PERCENT":{ |
|
"p":1.0, |
|
"r":0.2857142857, |
|
"f":0.4444444444 |
|
}, |
|
"CARDINAL":{ |
|
"p":0.0, |
|
"r":0.0, |
|
"f":0.0 |
|
}, |
|
"FAC":{ |
|
"p":0.5666666667, |
|
"r":0.4594594595, |
|
"f":0.5074626866 |
|
}, |
|
"LOC":{ |
|
"p":0.5, |
|
"r":0.8, |
|
"f":0.6153846154 |
|
}, |
|
"MOVEMENT":{ |
|
"p":0.0, |
|
"r":0.0, |
|
"f":0.0 |
|
}, |
|
"PRODUCT":{ |
|
"p":0.5384615385, |
|
"r":0.3333333333, |
|
"f":0.4117647059 |
|
}, |
|
"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":4912.7299798978 |
|
}, |
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"sources":[ |
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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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}, |
|
{ |
|
"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" |
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} |
|
], |
|
"requirements":[ |
|
"sudachipy>=0.4.9", |
|
"sudachidict-core>=20200330" |
|
] |
|
} |