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{ |
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"lang":"ja", |
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"name":"core_news_md", |
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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":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":0.9936678032, |
|
"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":0.9712018326, |
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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":{ |
|
"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":0.9630350195, |
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"sents_r":0.9763313609, |
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"sents_f":0.9696376102, |
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"dep_uas":0.9221346544, |
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"dep_las":0.9092381767, |
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"dep_las_per_type":{ |
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"cc":{ |
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"p":0.8913043478, |
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"r":0.8541666667, |
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"f":0.8723404255 |
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}, |
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"compound":{ |
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"p":0.938372093, |
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"r":0.9098083427, |
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"f":0.9238694906 |
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}, |
|
"obl":{ |
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"p":0.822418136, |
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"r":0.8152309613, |
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"f":0.8188087774 |
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}, |
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"case":{ |
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"p":0.9896353167, |
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"r":0.9794832827, |
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"f":0.9845331297 |
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}, |
|
"dislocated":{ |
|
"p":0.5833333333, |
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"r":0.5384615385, |
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"f":0.56 |
|
}, |
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"nsubj":{ |
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"p":0.8243243243, |
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"r":0.8195777351, |
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"f":0.8219441771 |
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}, |
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"nmod":{ |
|
"p":0.8804483188, |
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"r":0.8269005848, |
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"f":0.8528347407 |
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}, |
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"root":{ |
|
"p":0.9625246548, |
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"r":0.9625246548, |
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"f":0.9625246548 |
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}, |
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"aux":{ |
|
"p":0.9796484736, |
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"r":0.9832869081, |
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"f":0.9814643188 |
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}, |
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"advcl":{ |
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"p":0.7050691244, |
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"r":0.6876404494, |
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"f":0.6962457338 |
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}, |
|
"mark":{ |
|
"p":0.9738955823, |
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"r":0.97, |
|
"f":0.9719438878 |
|
}, |
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"fixed":{ |
|
"p":0.9589285714, |
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"r":0.9763636364, |
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"f":0.9675675676 |
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}, |
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"acl":{ |
|
"p":0.8373626374, |
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"r":0.8373626374, |
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"f":0.8373626374 |
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}, |
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"obj":{ |
|
"p":0.9452887538, |
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"r":0.9395770393, |
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"f":0.9424242424 |
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}, |
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"nummod":{ |
|
"p":0.987012987, |
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"r":0.899408284, |
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"f":0.9411764706 |
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}, |
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"advmod":{ |
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"p":0.6917293233, |
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"r":0.6571428571, |
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"f":0.673992674 |
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}, |
|
"amod":{ |
|
"p":0.875, |
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"r":0.7567567568, |
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"f":0.8115942029 |
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}, |
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"cop":{ |
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"p":0.9695121951, |
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"r":0.9244186047, |
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"f":0.9464285714 |
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}, |
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"ccomp":{ |
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"p":0.9473684211, |
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"r":0.8181818182, |
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"f":0.8780487805 |
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}, |
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"det":{ |
|
"p":0.9803921569, |
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"r":0.9433962264, |
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"f":0.9615384615 |
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}, |
|
"csubj":{ |
|
"p":0.6153846154, |
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"r":0.6666666667, |
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"f":0.64 |
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}, |
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"dep":{ |
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"p":0.4, |
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"r":0.2857142857, |
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"f":0.3333333333 |
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} |
|
}, |
|
"tag_acc":0.9713282143, |
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"lemma_acc":0.9670499959, |
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"ents_p":0.7266576455, |
|
"ents_r":0.6754716981, |
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"ents_f":0.7001303781, |
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"ents_per_type":{ |
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"DATE":{ |
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"p":0.954954955, |
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"r":0.9724770642, |
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"f":0.9636363636 |
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}, |
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"ORG":{ |
|
"p":0.6315789474, |
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"r":0.5255474453, |
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"f":0.5737051793 |
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}, |
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"TITLE_AFFIX":{ |
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"p":0.7391304348, |
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"r":0.5666666667, |
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"f":0.641509434 |
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}, |
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"PERSON":{ |
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"p":0.7163120567, |
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"r":0.726618705, |
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"f":0.7214285714 |
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}, |
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"GPE":{ |
|
"p":0.6534653465, |
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"r":0.7021276596, |
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"f":0.6769230769 |
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}, |
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"PRODUCT":{ |
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"p":0.5555555556, |
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"r":0.3571428571, |
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"f":0.4347826087 |
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}, |
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"TIME":{ |
|
"p":0.6666666667, |
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"r":1.0, |
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"f":0.8 |
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}, |
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"QUANTITY":{ |
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"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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"NORP":{ |
|
"p":0.7142857143, |
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"r":0.625, |
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"f":0.6666666667 |
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}, |
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"ORDINAL":{ |
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"p":0.5909090909, |
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"r":0.5909090909, |
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"f":0.5909090909 |
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}, |
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"WORK_OF_ART":{ |
|
"p":0.6111111111, |
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"r":0.6470588235, |
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"f":0.6285714286 |
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}, |
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"CARDINAL":{ |
|
"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
|
"PERCENT":{ |
|
"p":1.0, |
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"r":0.2857142857, |
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"f":0.4444444444 |
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}, |
|
"EVENT":{ |
|
"p":0.6666666667, |
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"r":0.6153846154, |
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"f":0.64 |
|
}, |
|
"LOC":{ |
|
"p":0.5384615385, |
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"r":0.7, |
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"f":0.6086956522 |
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}, |
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"FAC":{ |
|
"p":0.652173913, |
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"r":0.4054054054, |
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"f":0.5 |
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}, |
|
"MOVEMENT":{ |
|
"p":0.0, |
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"r":0.0, |
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"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":0.8571428571, |
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"r":1.0, |
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"f":0.9230769231 |
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} |
|
}, |
|
"speed":7926.2334345884 |
|
}, |
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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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}, |
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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", |
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"author":"Works Applications" |
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} |
|
], |
|
"requirements":[ |
|
"sudachipy>=0.5.2,!=0.6.1", |
|
"sudachidict-core>=20211220" |
|
] |
|
} |