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{ |
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"lang":"zh", |
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"name":"core_web_sm", |
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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":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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"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_r":0.9136060443, |
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"token_f":0.9294400505, |
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"tag_acc":0.893070133, |
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"sents_p":0.7772630078, |
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"sents_r":0.7261528217, |
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"sents_f":0.7508391428, |
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"dep_uas":0.6952509849, |
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"dep_las":0.6399561884, |
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"dep_las_per_type":{ |
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"dep":{ |
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"p":0.4732715609, |
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"r":0.3354551884, |
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"f":0.3926206244 |
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}, |
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"case":{ |
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"p":0.8003097973, |
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"r":0.7516973812, |
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"f":0.7752422632 |
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}, |
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"nmod:tmod":{ |
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"p":0.7309236948, |
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"r":0.7428571429, |
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"f":0.7368421053 |
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}, |
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"nummod":{ |
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"p":0.8121775026, |
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"r":0.5243171219, |
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"f":0.6372469636 |
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}, |
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"mark:clf":{ |
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"p":0.9270516717, |
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"r":0.5688176054, |
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"f":0.7050392973 |
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}, |
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"auxpass":{ |
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"p":0.8655913978, |
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"r":0.8702702703, |
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"f":0.8679245283 |
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}, |
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"nsubj":{ |
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"p":0.7646515312, |
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"r":0.7115833436, |
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"f":0.7371635808 |
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}, |
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"acl":{ |
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"p":0.642, |
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"f":0.583106267 |
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}, |
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"advmod":{ |
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"mark":{ |
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"f":0.6873315364 |
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}, |
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"xcomp":{ |
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"p":0.7522441652, |
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"r":0.6824104235, |
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"f":0.7156276687 |
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}, |
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"nmod:assmod":{ |
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"p":0.8379478827, |
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"f":0.7011925043 |
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"f":0.710789383 |
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"dobj":{ |
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"f":0.7406661503 |
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"ccomp":{ |
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"p":0.6208661417, |
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}, |
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"p":0.8006134969, |
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"nmod:topic":{ |
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"p":0.2994923858, |
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"f":0.2336633663 |
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"cop":{ |
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"discourse":{ |
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"f":0.7448641484 |
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"p":0.8640256959, |
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"f":0.6379821958 |
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"p":0.8076923077, |
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"f":0.7945945946 |
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}, |
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"r":0.4569732938, |
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"f":0.537521815 |
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"aux:asp":{ |
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"f":0.8786644951 |
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"f":0.4723108692 |
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"f":0.75 |
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"appos":{ |
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"p":0.8714652956, |
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"f":0.822815534 |
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"name":{ |
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"nmod:poss":{ |
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"f":0.502283105 |
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"parataxis:prnmod":{ |
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"p":0.4358974359, |
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}, |
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"erased":{ |
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} |
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}, |
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"ents_p":0.720477234, |
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"QUANTITY":{ |
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"r":0.5925925926, |
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"f":0.6722689076 |
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}, |
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"PERSON":{ |
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"p":0.7967072298, |
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"f":0.7548321465 |
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}, |
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"CARDINAL":{ |
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"p":0.5830429733, |
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"r":0.5060483871, |
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"f":0.5418240691 |
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}, |
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"LOC":{ |
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"p":0.5061728395, |
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"r":0.3306451613, |
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"f":0.4 |
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}, |
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"NORP":{ |
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"p":0.6578947368, |
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"f":0.5128205128 |
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}, |
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"WORK_OF_ART":{ |
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"p":0.487804878, |
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"f":0.3448275862 |
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}, |
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"MONEY":{ |
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"p":0.9026548673, |
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"r":0.7555555556, |
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"f":0.8225806452 |
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}, |
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"EVENT":{ |
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"p":0.6483516484, |
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"r":0.4338235294, |
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"f":0.5198237885 |
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}, |
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"PERCENT":{ |
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"p":0.8734177215, |
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"r":0.8313253012, |
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"f":0.8518518519 |
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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":0.3076923077, |
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"r":0.0666666667, |
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"f":0.1095890411 |
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}, |
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"LANGUAGE":{ |
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"p":0.5555555556, |
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"r":0.5555555556, |
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"f":0.5555555556 |
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} |
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}, |
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"speed":8841.6188314329 |
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}, |
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"sources":[ |
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{ |
|
"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" |
|
} |
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], |
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"requirements":[ |
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"spacy-pkuseg>=0.0.27,<0.1.0" |
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] |
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} |