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{ |
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"lang":"ja", |
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"name":"core_news_sm", |
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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":0, |
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"vectors":0, |
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"keys":0, |
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"name":null |
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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, |
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"dep_uas":0.916212877, |
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"dep_las":0.894130554, |
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"ents_p":0.7163232964, |
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"ents_r":0.5772669221, |
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"ents_f":0.639321075, |
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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":14745.6510174231, |
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"morph_per_feat":{ |
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"Polarity":{ |
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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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"dep_las_per_type":{ |
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"cc":{ |
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"p":0.7659574468, |
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"r":0.7826086957, |
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"f":0.7741935484 |
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}, |
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"nummod":{ |
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"p":0.9730769231, |
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"r":0.8694158076, |
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"f":0.9183303085 |
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}, |
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"compound":{ |
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"p":0.9299242424, |
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"r":0.9143389199, |
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"f":0.9220657277 |
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}, |
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"obl":{ |
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"p":0.7782857143, |
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"r":0.8185096154, |
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"f":0.7978910369 |
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}, |
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"case":{ |
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"p":0.9808429119, |
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"r":0.9774723177, |
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"f":0.9791547141 |
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}, |
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"dislocated":{ |
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"p":0.4285714286, |
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"r":0.3157894737, |
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"f":0.3636363636 |
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}, |
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"nmod":{ |
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"p":0.8792650919, |
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"r":0.8072289157, |
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"f":0.8417085427 |
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}, |
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"nsubj":{ |
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"p":0.8020833333, |
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"r":0.8020833333, |
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"f":0.8020833333 |
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}, |
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"root":{ |
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"p":0.967611336, |
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"r":0.9540918164, |
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"f":0.9608040201 |
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}, |
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"aux":{ |
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"p":0.9545454545, |
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"r":0.9586956522, |
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"f":0.9566160521 |
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}, |
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"advcl":{ |
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"p":0.6402877698, |
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"r":0.6223776224, |
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"f":0.6312056738 |
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}, |
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"mark":{ |
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"p":0.953815261, |
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"r":0.9350393701, |
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"f":0.944333996 |
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}, |
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"acl":{ |
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"p":0.8161434978, |
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"r":0.8017621145, |
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"f":0.8088888889 |
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}, |
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"obj":{ |
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"p":0.9254658385, |
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"r":0.9085365854, |
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"f":0.9169230769 |
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}, |
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"fixed":{ |
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"p":0.9572192513, |
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"r":0.9835164835, |
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"f":0.9701897019 |
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}, |
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"advmod":{ |
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"p":0.724137931, |
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"r":0.5, |
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"f":0.5915492958 |
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}, |
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"amod":{ |
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"p":0.7941176471, |
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"r":0.675, |
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"f":0.7297297297 |
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}, |
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"cop":{ |
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"p":0.9482758621, |
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"r":0.9065934066, |
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"f":0.9269662921 |
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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":{ |
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"p":0.9607843137, |
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"r":0.9607843137, |
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"f":0.9607843137 |
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}, |
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"csubj":{ |
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"p":0.8333333333, |
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"r":0.7692307692, |
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"f":0.8 |
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}, |
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"dep":{ |
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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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"ents_per_type":{ |
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"DATE":{ |
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"p":0.9272727273, |
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"r":0.9444444444, |
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"f":0.9357798165 |
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}, |
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"PERSON":{ |
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"p":0.6464646465, |
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"r":0.4604316547, |
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"f":0.5378151261 |
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}, |
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"GPE":{ |
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"p":0.6455696203, |
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"r":0.5425531915, |
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"f":0.5895953757 |
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}, |
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"PRODUCT":{ |
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"p":0.55, |
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"r":0.2682926829, |
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"f":0.3606557377 |
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}, |
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"TIME":{ |
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"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":0.9090909091, |
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"r":0.9090909091, |
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"f":0.9090909091 |
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}, |
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"NORP":{ |
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"p":0.7826086957, |
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"r":0.5625, |
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"f":0.6545454545 |
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}, |
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"ORDINAL":{ |
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"p":0.5909090909, |
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"r":0.6842105263, |
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"f":0.6341463415 |
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}, |
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"TITLE_AFFIX":{ |
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"p":0.7647058824, |
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"r":0.4333333333, |
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"f":0.5531914894 |
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}, |
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"ORG":{ |
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"p":0.504950495, |
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"r":0.3893129771, |
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"f":0.4396551724 |
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}, |
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"WORK_OF_ART":{ |
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"p":0.7222222222, |
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"r":0.7647058824, |
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"f":0.7428571429 |
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}, |
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"PERCENT":{ |
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"p":1.0, |
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"r":0.4285714286, |
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"f":0.6 |
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}, |
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"EVENT":{ |
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"p":0.7619047619, |
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"r":0.6153846154, |
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"f":0.6808510638 |
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}, |
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"LOC":{ |
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"p":0.6363636364, |
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"r":0.7, |
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"f":0.6666666667 |
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}, |
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"FAC":{ |
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"p":0.6315789474, |
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"r":0.3243243243, |
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"f":0.4285714286 |
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}, |
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"MOVEMENT":{ |
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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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"LAW":{ |
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"p":1.0, |
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"r":0.3333333333, |
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"f":0.5 |
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}, |
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"MONEY":{ |
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"p":1.0, |
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"r":1.0, |
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"f":1.0 |
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}, |
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"LANGUAGE":{ |
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"p":1.0, |
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"r":1.0, |
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"f":1.0 |
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}, |
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"CARDINAL":{ |
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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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}, |
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"sources":[ |
|
{ |
|
"name":"UD Japanese GSD v2.6", |
|
"url":"https://github.com/UniversalDependencies/UD_Japanese-GSD", |
|
"license":"CC BY-SA 4.0", |
|
"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" |
|
}, |
|
{ |
|
"name":"UD Japanese GSD v2.6 NER", |
|
"url":"https://github.com/megagonlabs/UD_Japanese-GSD", |
|
"license":"CC BY-SA 4.0", |
|
"author":"Megagon Labs Tokyo" |
|
} |
|
], |
|
"requirements":[ |
|
"sudachipy>=0.4.9", |
|
"sudachidict-core>=20200330" |
|
] |
|
} |