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{ |
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"lang":"ja", |
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"name":"core_news_md", |
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"version":"3.6.0", |
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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":">=3.6.0,<3.7.0", |
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"spacy_git_version":"cb4fdc83e", |
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"vectors":{ |
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"width":300, |
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"vectors":20000, |
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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":0.9729199051, |
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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, |
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"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":0.9882121807, |
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"sents_r":0.9921104536, |
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"sents_f":0.9901574803, |
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"dep_uas":0.9206249156, |
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"dep_las":0.9067758481, |
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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":0.7708333333, |
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"f":0.7789473684 |
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}, |
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"compound":{ |
|
"p":0.9375729288, |
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"r":0.9058624577, |
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"f":0.9214449541 |
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}, |
|
"obl":{ |
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"p":0.8119551681, |
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"r":0.8139825218, |
|
"f":0.812967581 |
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}, |
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"case":{ |
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"p":0.990015361, |
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"r":0.9794832827, |
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"f":0.9847211612 |
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}, |
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"dislocated":{ |
|
"p":0.5384615385, |
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"r":0.5384615385, |
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"f":0.5384615385 |
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}, |
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"nsubj":{ |
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"p":0.8181818182, |
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"r":0.8119001919, |
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"f":0.8150289017 |
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}, |
|
"nmod":{ |
|
"p":0.8760842627, |
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"r":0.8269005848, |
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"f":0.8507821901 |
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}, |
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"root":{ |
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"p":0.9641434263, |
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"r":0.9546351085, |
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"f":0.9593657086 |
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}, |
|
"aux":{ |
|
"p":0.977818854, |
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"r":0.982358403, |
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"f":0.9800833719 |
|
}, |
|
"advcl":{ |
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"p":0.6826484018, |
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"r":0.6719101124, |
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"f":0.6772366931 |
|
}, |
|
"mark":{ |
|
"p":0.9738430584, |
|
"r":0.968, |
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"f":0.9709127382 |
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}, |
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"fixed":{ |
|
"p":0.9553571429, |
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"r":0.9727272727, |
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"f":0.963963964 |
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}, |
|
"acl":{ |
|
"p":0.8264642082, |
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"r":0.8373626374, |
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"f":0.8318777293 |
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}, |
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"obj":{ |
|
"p":0.9513677812, |
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"r":0.9456193353, |
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"f":0.9484848485 |
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}, |
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"nummod":{ |
|
"p":0.9868421053, |
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"r":0.8875739645, |
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"f":0.9345794393 |
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}, |
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"advmod":{ |
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"p":0.7251908397, |
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"r":0.6785714286, |
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"f":0.7011070111 |
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}, |
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"amod":{ |
|
"p":0.9032258065, |
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"r":0.7567567568, |
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"f":0.8235294118 |
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}, |
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"cop":{ |
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"p":0.9640718563, |
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"r":0.9360465116, |
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"f":0.9498525074 |
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}, |
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"ccomp":{ |
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"p":0.9444444444, |
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"r":0.7727272727, |
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"f":0.85 |
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}, |
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"det":{ |
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"p":0.9807692308, |
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"r":0.9622641509, |
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"f":0.9714285714 |
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}, |
|
"csubj":{ |
|
"p":0.75, |
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"r":0.75, |
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"f":0.75 |
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}, |
|
"dep":{ |
|
"p":0.2, |
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"r":0.1428571429, |
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"f":0.1666666667 |
|
} |
|
}, |
|
"tag_acc":0.9713305562, |
|
"lemma_acc":0.9670526831, |
|
"ents_p":0.7286295794, |
|
"ents_r":0.6754716981, |
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"ents_f":0.7010443864, |
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"ents_per_type":{ |
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"DATE":{ |
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"p":0.9375, |
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"r":0.9633027523, |
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"f":0.9502262443 |
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}, |
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"PERSON":{ |
|
"p":0.6959459459, |
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"r":0.7410071942, |
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"f":0.7177700348 |
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}, |
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"ORG":{ |
|
"p":0.6454545455, |
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"r":0.5182481752, |
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"f":0.5748987854 |
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}, |
|
"GPE":{ |
|
"p":0.6956521739, |
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"r":0.6808510638, |
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"f":0.688172043 |
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}, |
|
"QUANTITY":{ |
|
"p":0.8529411765, |
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"r":0.8787878788, |
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"f":0.8656716418 |
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}, |
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"TIME":{ |
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"p":0.5714285714, |
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"r":1.0, |
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"f":0.7272727273 |
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}, |
|
"NORP":{ |
|
"p":0.6896551724, |
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"r":0.625, |
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"f":0.6557377049 |
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}, |
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"ORDINAL":{ |
|
"p":0.6666666667, |
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"r":0.6363636364, |
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"f":0.6511627907 |
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}, |
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"TITLE_AFFIX":{ |
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"p":0.8260869565, |
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"r":0.6333333333, |
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"f":0.7169811321 |
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}, |
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"PRODUCT":{ |
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"p":0.4642857143, |
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"r":0.3095238095, |
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"f":0.3714285714 |
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}, |
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"WORK_OF_ART":{ |
|
"p":0.6470588235, |
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"r":0.6470588235, |
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"f":0.6470588235 |
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}, |
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"CARDINAL":{ |
|
"p":1.0, |
|
"r":0.5, |
|
"f":0.6666666667 |
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}, |
|
"PERCENT":{ |
|
"p":1.0, |
|
"r":0.2857142857, |
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"f":0.4444444444 |
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}, |
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"EVENT":{ |
|
"p":0.7777777778, |
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"r":0.5384615385, |
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"f":0.6363636364 |
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}, |
|
"LOC":{ |
|
"p":0.5, |
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"r":0.7, |
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"f":0.5833333333 |
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}, |
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"FAC":{ |
|
"p":0.5483870968, |
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"r":0.4594594595, |
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"f":0.5 |
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}, |
|
"MOVEMENT":{ |
|
"p":0.0, |
|
"r":0.0, |
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"f":0.0 |
|
}, |
|
"LAW":{ |
|
"p":1.0, |
|
"r":0.3333333333, |
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"f":0.5 |
|
}, |
|
"MONEY":{ |
|
"p":1.0, |
|
"r":1.0, |
|
"f":1.0 |
|
}, |
|
"LANGUAGE":{ |
|
"p":1.0, |
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"r":1.0, |
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"f":1.0 |
|
} |
|
}, |
|
"speed":8525.2225414726 |
|
}, |
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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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} |
|
], |
|
"requirements":[ |
|
"sudachipy>=0.5.2,!=0.6.1", |
|
"sudachidict-core>=20211220" |
|
] |
|
} |