|
{ |
|
"lang":"en", |
|
"name":"core_web_sm", |
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"version":"3.5.0", |
|
"description":"English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer.", |
|
"author":"Explosion", |
|
"email":"contact@explosion.ai", |
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"url":"https://explosion.ai", |
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"license":"MIT", |
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"spacy_version":">=3.5.0,<3.6.0", |
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"spacy_git_version":"9e0322de1", |
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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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"tagger":[ |
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"$", |
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"''", |
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",", |
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"-LRB-", |
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"-RRB-", |
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".", |
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":", |
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"ADD", |
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"AFX", |
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"CC", |
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"CD", |
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"DT", |
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"EX", |
|
"FW", |
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"HYPH", |
|
"IN", |
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"JJ", |
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"JJR", |
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"JJS", |
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"LS", |
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"MD", |
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"NFP", |
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"NN", |
|
"NNP", |
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"NNPS", |
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"NNS", |
|
"PDT", |
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"POS", |
|
"PRP", |
|
"PRP$", |
|
"RB", |
|
"RBR", |
|
"RBS", |
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"RP", |
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"SYM", |
|
"TO", |
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"UH", |
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"VB", |
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"VBD", |
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"VBG", |
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"VBN", |
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"VBP", |
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"VBZ", |
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"WDT", |
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"WP", |
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"WP$", |
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"WRB", |
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"XX", |
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"_SP", |
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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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"acomp", |
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"advcl", |
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"advmod", |
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"agent", |
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"amod", |
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"appos", |
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"attr", |
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"aux", |
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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", |
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"conj", |
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"csubj", |
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"csubjpass", |
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"dative", |
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"dep", |
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"det", |
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"dobj", |
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"expl", |
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"intj", |
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"mark", |
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"meta", |
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"neg", |
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"nmod", |
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"npadvmod", |
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"nsubj", |
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"nsubjpass", |
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"nummod", |
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"oprd", |
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"parataxis", |
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"pcomp", |
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"pobj", |
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"poss", |
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"preconj", |
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"predet", |
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"prep", |
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"prt", |
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"punct", |
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"quantmod", |
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"relcl", |
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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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"lemmatizer":[ |
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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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"lemmatizer", |
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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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"lemmatizer", |
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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":0.9986194413, |
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"token_p":0.9956819193, |
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"token_r":0.9957659295, |
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"token_f":0.9957239226, |
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"tag_acc":0.97246532, |
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"sents_p":0.9201877934, |
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"sents_r":0.8921432812, |
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"sents_f":0.9059485531, |
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"dep_uas":0.9175304332, |
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"dep_las":0.89874821, |
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"dep_las_per_type":{ |
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"prep":{ |
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"p":0.853521338, |
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"r":0.8635932461, |
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"f":0.8585277532 |
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}, |
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"det":{ |
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"p":0.9763930156, |
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"r":0.9781048683, |
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"f":0.9772481923 |
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}, |
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"pobj":{ |
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"p":0.9613764045, |
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"r":0.967681131, |
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"f":0.9645184649 |
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}, |
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"nsubj":{ |
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"p":0.9565737052, |
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"r":0.9467250821, |
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"f":0.9516239128 |
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}, |
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"aux":{ |
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"p":0.9815061794, |
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"r":0.9827294578, |
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"f":0.9821174377 |
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}, |
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"advmod":{ |
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"p":0.8548033091, |
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"r":0.8519266364, |
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"f":0.8533625485 |
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}, |
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"relcl":{ |
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"p":0.7571736011, |
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"r":0.7659651669, |
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"f":0.7615440115 |
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}, |
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"root":{ |
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"p":0.9195942266, |
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"r":0.8910218352, |
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"f":0.9050825879 |
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}, |
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"xcomp":{ |
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"p":0.8836222144, |
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"r":0.8966259871, |
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"f":0.8900766079 |
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}, |
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"amod":{ |
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"p":0.9174389766, |
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"f":0.9140683422 |
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}, |
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"compound":{ |
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"p":0.9126489559, |
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"r":0.9298284696, |
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"f":0.9211586207 |
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}, |
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"poss":{ |
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"p":0.9739583333, |
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"r":0.9786634461, |
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"f":0.9763052209 |
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}, |
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"ccomp":{ |
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"p":0.7671207315, |
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"f":0.8006621872 |
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}, |
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"attr":{ |
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"p":0.899837794, |
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"f":0.9161849711 |
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}, |
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"case":{ |
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"p":0.9787549407, |
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"r":0.9914914915, |
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"f":0.9850820487 |
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}, |
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"mark":{ |
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"p":0.9068783069, |
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"r":0.9083200848, |
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"f":0.9075986232 |
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}, |
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"intj":{ |
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"p":0.6717131474, |
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"r":0.6175824176, |
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"f":0.6435114504 |
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}, |
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"advcl":{ |
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"p":0.6633986928, |
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"f":0.6639828909 |
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}, |
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"cc":{ |
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"p":0.8323511726, |
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"r":0.8277717976, |
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"f":0.8300551691 |
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}, |
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"neg":{ |
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"p":0.9466865969, |
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"r":0.9533366784, |
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"f":0.95 |
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}, |
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"conj":{ |
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"p":0.7567333828, |
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"r":0.7710221551, |
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"f":0.763810949 |
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}, |
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"nsubjpass":{ |
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"p":0.9182939363, |
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"r":0.9164102564, |
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"f":0.9173511294 |
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}, |
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"auxpass":{ |
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"p":0.9501335708, |
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"r":0.9722095672, |
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"f":0.9610448097 |
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}, |
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"dobj":{ |
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"p":0.9229805886, |
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"r":0.9396764682, |
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"f":0.9312537019 |
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}, |
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"nummod":{ |
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"p":0.9379292801, |
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"r":0.9310606061, |
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"f":0.9344823216 |
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}, |
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"npadvmod":{ |
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"p":0.7629658087, |
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"r":0.7055062167, |
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"f":0.7331118494 |
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}, |
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"prt":{ |
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"p":0.8118323747, |
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"r":0.8853046595, |
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"f":0.8469781397 |
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}, |
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"pcomp":{ |
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"p":0.8835714286, |
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"r":0.8662464986, |
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"f":0.8748231966 |
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}, |
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"expl":{ |
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"p":0.9851380042, |
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"r":0.9935760171, |
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"f":0.9893390192 |
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}, |
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"acl":{ |
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"p":0.742010459, |
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"r":0.6966721222, |
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"f":0.7186268993 |
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"agent":{ |
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}, |
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"dative":{ |
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"p":0.8, |
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"f":0.7450980392 |
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}, |
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"dep":{ |
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"p":0.4147286822, |
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"f":0.2448512586 |
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"csubj":{ |
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"p":0.6983240223, |
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"f":0.7183908046 |
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}, |
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"quantmod":{ |
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"p":0.8727436823, |
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"r":0.7855402112, |
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"f":0.8268490808 |
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}, |
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"nmod":{ |
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"p":0.7498033045, |
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"r":0.5807434491, |
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"f":0.654532967 |
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}, |
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"appos":{ |
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"p":0.7048498845, |
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"r":0.6620390456, |
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"f":0.6827740492 |
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}, |
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"predet":{ |
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"p":0.8299595142, |
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"r":0.8798283262, |
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"f":0.8541666667 |
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}, |
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"preconj":{ |
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"p":0.5544554455, |
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"r":0.6511627907, |
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"f":0.5989304813 |
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}, |
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"oprd":{ |
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"p":0.8013245033, |
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"r":0.7223880597, |
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"f":0.759811617 |
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}, |
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"parataxis":{ |
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"p":0.6428571429, |
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"r":0.4880694143, |
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"f":0.5548705302 |
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}, |
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"meta":{ |
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"p":0.3770491803, |
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"r":0.4423076923, |
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"f":0.407079646 |
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}, |
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"csubjpass":{ |
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"p":0.5555555556, |
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"r":0.8333333333, |
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"f":0.6666666667 |
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} |
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}, |
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"ents_p":0.8454836771, |
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"ents_r":0.8456530449, |
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"ents_f":0.8455683525, |
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"ents_per_type":{ |
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"DATE":{ |
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"p":0.8603213844, |
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"r":0.8838095238, |
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"f":0.8719072972 |
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}, |
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"GPE":{ |
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"f":0.9043723554 |
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}, |
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"ORG":{ |
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"p":0.7955942623, |
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"r":0.8234358431, |
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"f":0.8092756644 |
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}, |
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"CARDINAL":{ |
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"p":0.8149171271, |
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"r":0.8769322235, |
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"f":0.8447880871 |
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}, |
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"PERSON":{ |
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"f":0.8772435897 |
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}, |
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"p":0.8957006369, |
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"r":0.9, |
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"f":0.8978451716 |
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}, |
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"ORDINAL":{ |
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"p":0.7844827586, |
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"r":0.847826087, |
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"f":0.8149253731 |
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}, |
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"QUANTITY":{ |
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"p":0.8529411765, |
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"r":0.6373626374, |
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"f":0.7295597484 |
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}, |
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"LOC":{ |
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"p":0.7210884354, |
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"r":0.6751592357, |
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"f":0.6973684211 |
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}, |
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"FAC":{ |
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"p":0.358490566, |
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"r":0.2923076923, |
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"f":0.3220338983 |
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}, |
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"TIME":{ |
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"p":0.7413793103, |
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"r":0.7543859649, |
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"f":0.747826087 |
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}, |
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"PRODUCT":{ |
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"p":0.5591397849, |
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"r":0.2464454976, |
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"f":0.3421052632 |
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}, |
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"WORK_OF_ART":{ |
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"p":0.4885496183, |
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"r":0.3298969072, |
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"f":0.3938461538 |
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}, |
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"EVENT":{ |
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"p":0.6428571429, |
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"r":0.3103448276, |
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"f":0.4186046512 |
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}, |
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"MONEY":{ |
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"p":0.9071428571, |
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"r":0.8996458087, |
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"f":0.9033787789 |
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}, |
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"LAW":{ |
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"p":0.5454545455, |
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"r":0.46875, |
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"f":0.5042016807 |
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}, |
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"PERCENT":{ |
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"p":0.9184, |
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"r":0.8790199081, |
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"f":0.8982785603 |
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}, |
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"LANGUAGE":{ |
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"p":0.8, |
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"r":0.625, |
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"f":0.701754386 |
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} |
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}, |
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"speed":9611.7804215009 |
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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":"ClearNLP Constituent-to-Dependency Conversion", |
|
"url":"https://github.com/clir/clearnlp-guidelines/blob/master/md/components/dependency_conversion.md", |
|
"license":"Citation provided for reference, no code packaged with model", |
|
"author":"Emory University" |
|
}, |
|
{ |
|
"name":"WordNet 3.0", |
|
"url":"https://wordnet.princeton.edu/", |
|
"author":"Princeton University", |
|
"license":"WordNet 3.0 License" |
|
} |
|
], |
|
"requirements":[ |
|
|
|
] |
|
} |