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{ |
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"lang":"zh", |
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"name":"core_web_md", |
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"version":"3.4.0", |
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"description":"Chinese pipeline optimized for CPU. Components: tok2vec, tagger, 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":"MIT", |
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"spacy_version":">=3.4.0,<3.5.0", |
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"spacy_git_version":"dd038b536", |
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"vectors":{ |
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"width":300, |
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"vectors":20000, |
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"keys":500000, |
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"name":"zh_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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"tagger":[ |
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"AD", |
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"AS", |
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"BA", |
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"CC", |
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"CD", |
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"CS", |
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"DEC", |
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"DEG", |
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"DER", |
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"DEV", |
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"DT", |
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"ETC", |
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"FW", |
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"IJ", |
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"INF", |
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"JJ", |
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"LB", |
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"LC", |
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"M", |
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"MSP", |
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"NN", |
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"NR", |
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"NT", |
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"OD", |
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"ON", |
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"P", |
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"PN", |
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"PU", |
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"SB", |
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"SP", |
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"URL", |
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"VA", |
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"VC", |
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"VE", |
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"VV", |
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"X", |
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"_SP" |
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], |
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"parser":[ |
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"ROOT", |
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"acl", |
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"advcl:loc", |
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"advmod", |
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"advmod:dvp", |
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"advmod:loc", |
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"advmod:rcomp", |
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"amod", |
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"amod:ordmod", |
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"appos", |
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"aux:asp", |
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"aux:ba", |
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"aux:modal", |
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"aux:prtmod", |
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"auxpass", |
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"case", |
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"cc", |
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"ccomp", |
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"compound:nn", |
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"compound:vc", |
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"conj", |
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"cop", |
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"dep", |
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"det", |
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"discourse", |
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"dobj", |
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"etc", |
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"mark", |
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"mark:clf", |
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"name", |
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"neg", |
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"nmod", |
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"nmod:assmod", |
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"nmod:poss", |
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"nmod:prep", |
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"nmod:range", |
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"nmod:tmod", |
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"nmod:topic", |
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"nsubj", |
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"nsubj:xsubj", |
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"nsubjpass", |
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"nummod", |
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"parataxis:prnmod", |
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"punct", |
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"xcomp" |
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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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"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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"PRODUCT", |
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"QUANTITY", |
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"TIME", |
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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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"tagger", |
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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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"tagger", |
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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":0.9788303388, |
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"token_p":0.9458325855, |
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"token_r":0.9136060443, |
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"token_f":0.9294400505, |
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"tag_acc":0.9008590446, |
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"sents_p":0.7826398852, |
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"sents_r":0.7264857666, |
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"sents_f":0.7535180869, |
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"dep_uas":0.7039779048, |
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"dep_las":0.6517336371, |
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"dep_las_per_type":{ |
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"dep":{ |
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"p":0.4830434783, |
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"r":0.3367687178, |
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"f":0.3968565815 |
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}, |
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"case":{ |
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"p":0.8127335997, |
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"r":0.7645489816, |
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"f":0.7879052914 |
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}, |
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"nmod:tmod":{ |
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"p":0.7217847769, |
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"r":0.7482993197, |
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"f":0.7348029392 |
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}, |
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"nummod":{ |
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"p":0.8354037267, |
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"r":0.5376415723, |
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"f":0.6542359141 |
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}, |
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"mark:clf":{ |
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"p":0.9290479078, |
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"r":0.5714285714, |
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"f":0.7076212471 |
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}, |
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"auxpass":{ |
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"p":0.8756756757, |
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"f":0.8756756757 |
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}, |
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"nsubj":{ |
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"r":0.7231298366, |
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"f":0.7495543672 |
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}, |
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"acl":{ |
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"f":0.6169573061 |
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}, |
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"advmod":{ |
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"p":0.8179051484, |
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"f":0.7720852286 |
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}, |
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"mark":{ |
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"r":0.6954425942, |
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"f":0.7163168585 |
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}, |
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"xcomp":{ |
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"p":0.7678244973, |
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"f":0.7235142119 |
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}, |
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}, |
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"det":{ |
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"f":0.6445589182 |
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}, |
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"root":{ |
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}, |
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"f":0.7209422283 |
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}, |
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"ccomp":{ |
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"f":0.6294117647 |
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"p":0.8301282051, |
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"nmod:topic":{ |
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"cop":{ |
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"f":0.7891891892 |
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"f":0.8952922078 |
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"f":0.7310344828 |
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}, |
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"appos":{ |
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"f":0.8407185629 |
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"nmod:poss":{ |
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"p":0.6804123711, |
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"f":0.5689655172 |
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}, |
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"name":{ |
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"nsubj:xsubj":{ |
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"f":0.0 |
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}, |
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"parataxis:prnmod":{ |
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}, |
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"amod:ordmod":{ |
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"erased":{ |
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"etc":{ |
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} |
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}, |
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"ents_p":0.7221830158, |
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"ents_per_type":{ |
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"DATE":{ |
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"GPE":{ |
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"FAC":{ |
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}, |
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"f":0.6614235155 |
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"LOC":{ |
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"f":0.4346456693 |
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}, |
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"QUANTITY":{ |
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"p":0.7477477477, |
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"f":0.674796748 |
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}, |
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"CARDINAL":{ |
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"p":0.6025345622, |
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"r":0.5272177419, |
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"f":0.5623655914 |
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}, |
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"PERSON":{ |
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"p":0.7744708995, |
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"r":0.7545103093, |
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"f":0.7643603133 |
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}, |
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"NORP":{ |
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"p":0.6803797468, |
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"r":0.4516806723, |
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"f":0.5429292929 |
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}, |
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"WORK_OF_ART":{ |
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"p":0.6075949367, |
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"r":0.32, |
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"f":0.4192139738 |
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}, |
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"TIME":{ |
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"p":0.7487922705, |
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"f":0.7506053269 |
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}, |
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"MONEY":{ |
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"p":0.9396551724, |
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"r":0.8074074074, |
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"f":0.8685258964 |
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}, |
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"PERCENT":{ |
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"p":0.8192771084, |
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"r":0.8192771084, |
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"f":0.8192771084 |
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}, |
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"EVENT":{ |
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"p":0.5204081633, |
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"r":0.375, |
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"f":0.4358974359 |
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}, |
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"PRODUCT":{ |
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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":0.5909090909, |
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"r":0.2166666667, |
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"f":0.3170731707 |
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}, |
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"LANGUAGE":{ |
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"p":0.5384615385, |
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"r":0.7777777778, |
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"f":0.6363636364 |
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} |
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}, |
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"speed":8210.2192509121 |
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}, |
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"sources":[ |
|
{ |
|
"name":"OntoNotes 5", |
|
"url":"https://catalog.ldc.upenn.edu/LDC2013T19", |
|
"license":"commercial (licensed by Explosion)", |
|
"author":"Ralph Weischedel, Martha Palmer, Mitchell Marcus, Eduard Hovy, Sameer Pradhan, Lance Ramshaw, Nianwen Xue, Ann Taylor, Jeff Kaufman, Michelle Franchini, Mohammed El-Bachouti, Robert Belvin, Ann Houston" |
|
}, |
|
{ |
|
"name":"CoreNLP Universal Dependencies Converter", |
|
"url":"https://nlp.stanford.edu/software/stanford-dependencies.html", |
|
"author":"Stanford NLP Group", |
|
"license":"Citation provided for reference, no code packaged with model" |
|
}, |
|
{ |
|
"name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", |
|
"url":"https://spacy.io", |
|
"license":"CC0", |
|
"author":"Explosion" |
|
} |
|
], |
|
"requirements":[ |
|
"spacy-pkuseg>=0.0.27,<0.1.0" |
|
] |
|
} |