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{ |
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"lang":"ja", |
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"name":"core_news_md", |
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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":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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"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":0.9192898975, |
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"dep_las":0.9005714286, |
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"ents_p":0.7527932961, |
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"ents_r":0.6883780332, |
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"ents_f":0.7191460974, |
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"sents_p":0.994, |
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"sents_r":0.9920159681, |
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"sents_f":0.993006993, |
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"speed":13117.9406369597, |
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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":0.829787234, |
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"r":0.847826087, |
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"f":0.8387096774 |
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}, |
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"nummod":{ |
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"p":0.9806949807, |
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"r":0.8728522337, |
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"f":0.9236363636 |
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}, |
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"compound":{ |
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"p":0.9418825016, |
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"r":0.9255121043, |
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"f":0.9336255479 |
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}, |
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"obl":{ |
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"p":0.7983587339, |
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"r":0.8185096154, |
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"f":0.8083086053 |
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}, |
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"case":{ |
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"p":0.9838709677, |
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"r":0.9782359679, |
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"f":0.9810453762 |
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}, |
|
"dislocated":{ |
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"p":0.5, |
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"r":0.3157894737, |
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"f":0.3870967742 |
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}, |
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"nmod":{ |
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"p":0.8684546616, |
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"r":0.8192771084, |
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"f":0.843149411 |
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}, |
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"nsubj":{ |
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"p":0.8020618557, |
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"r":0.8104166667, |
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"f":0.8062176166 |
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}, |
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"root":{ |
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"p":0.9634888438, |
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"r":0.9481037924, |
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"f":0.9557344064 |
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}, |
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"aux":{ |
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"p":0.9575844716, |
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"r":0.9652173913, |
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"f":0.9613857813 |
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}, |
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"advcl":{ |
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"p":0.6797235023, |
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"r":0.6876456876, |
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"f":0.6836616454 |
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}, |
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"mark":{ |
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"p":0.9575757576, |
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"r":0.9330708661, |
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"f":0.9451645065 |
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}, |
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"acl":{ |
|
"p":0.8216704289, |
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"r":0.8017621145, |
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"f":0.8115942029 |
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}, |
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"obj":{ |
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"p":0.9320987654, |
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"r":0.9207317073, |
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"f":0.9263803681 |
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}, |
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"fixed":{ |
|
"p":0.9371727749, |
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"r":0.9835164835, |
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"f":0.9597855228 |
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}, |
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"advmod":{ |
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"p":0.6823529412, |
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"r":0.4603174603, |
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"f":0.5497630332 |
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}, |
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"amod":{ |
|
"p":0.9259259259, |
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"r":0.625, |
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"f":0.7462686567 |
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}, |
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"cop":{ |
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"p":0.9653179191, |
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"r":0.9175824176, |
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"f":0.9408450704 |
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}, |
|
"ccomp":{ |
|
"p":0.95, |
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"r":0.8636363636, |
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"f":0.9047619048 |
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}, |
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"csubj":{ |
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"p":0.5294117647, |
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"r":0.6923076923, |
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"f":0.6 |
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}, |
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"dep":{ |
|
"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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"det":{ |
|
"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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"ents_per_type":{ |
|
"DATE":{ |
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"p":0.9622641509, |
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"r":0.9444444444, |
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"f":0.953271028 |
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}, |
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"PERSON":{ |
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"p":0.7769784173, |
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"r":0.7769784173, |
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"f":0.7769784173 |
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}, |
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"ORG":{ |
|
"p":0.6052631579, |
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"r":0.5267175573, |
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"f":0.5632653061 |
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}, |
|
"TITLE_AFFIX":{ |
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"p":0.84, |
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"r":0.7, |
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"f":0.7636363636 |
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}, |
|
"GPE":{ |
|
"p":0.6813186813, |
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"r":0.6595744681, |
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"f":0.6702702703 |
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}, |
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"PRODUCT":{ |
|
"p":0.4285714286, |
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"r":0.3658536585, |
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"f":0.3947368421 |
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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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}, |
|
"QUANTITY":{ |
|
"p":0.9242424242, |
|
"r":0.9242424242, |
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"f":0.9242424242 |
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}, |
|
"NORP":{ |
|
"p":0.7777777778, |
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"r":0.65625, |
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"f":0.7118644068 |
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}, |
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"ORDINAL":{ |
|
"p":0.6842105263, |
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"r":0.6842105263, |
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"f":0.6842105263 |
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}, |
|
"WORK_OF_ART":{ |
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"p":0.8571428571, |
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"r":0.7058823529, |
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"f":0.7741935484 |
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}, |
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"FAC":{ |
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"p":0.5555555556, |
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"r":0.4054054054, |
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"f":0.46875 |
|
}, |
|
"EVENT":{ |
|
"p":0.8571428571, |
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"r":0.4615384615, |
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"f":0.6 |
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}, |
|
"PERCENT":{ |
|
"p":1.0, |
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"r":0.2857142857, |
|
"f":0.4444444444 |
|
}, |
|
"LOC":{ |
|
"p":0.5625, |
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"r":0.9, |
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"f":0.6923076923 |
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}, |
|
"MOVEMENT":{ |
|
"p":0.0, |
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"r":0.0, |
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"f":0.0 |
|
}, |
|
"LAW":{ |
|
"p":0.0, |
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"r":0.0, |
|
"f":0.0 |
|
}, |
|
"MONEY":{ |
|
"p":1.0, |
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"r":1.0, |
|
"f":1.0 |
|
}, |
|
"LANGUAGE":{ |
|
"p":1.0, |
|
"r":1.0, |
|
"f":1.0 |
|
}, |
|
"CARDINAL":{ |
|
"p":0.0, |
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"r":0.0, |
|
"f":0.0 |
|
} |
|
} |
|
}, |
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"sources":[ |
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{ |
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"name":"UD Japanese GSD v2.6", |
|
"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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"requirements":[ |
|
"sudachipy>=0.4.9", |
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"sudachidict-core>=20200330" |
|
] |
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} |