|
{ |
|
"lang":"en", |
|
"name":"core_web_sm", |
|
"version":"3.2.0", |
|
"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", |
|
"spacy_version":">=3.2.0,<3.3.0", |
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"spacy_git_version":"bb26550e2", |
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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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"tagger":[ |
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"$", |
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"''", |
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",", |
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"-LRB-", |
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"-RRB-", |
|
".", |
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":", |
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"ADD", |
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"AFX", |
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"CC", |
|
"CD", |
|
"DT", |
|
"EX", |
|
"FW", |
|
"HYPH", |
|
"IN", |
|
"JJ", |
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"JJR", |
|
"JJS", |
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"LS", |
|
"MD", |
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"NFP", |
|
"NN", |
|
"NNP", |
|
"NNPS", |
|
"NNS", |
|
"PDT", |
|
"POS", |
|
"PRP", |
|
"PRP$", |
|
"RB", |
|
"RBR", |
|
"RBS", |
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"RP", |
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"SYM", |
|
"TO", |
|
"UH", |
|
"VB", |
|
"VBD", |
|
"VBG", |
|
"VBN", |
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"VBP", |
|
"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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"``" |
|
], |
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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", |
|
"case", |
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"cc", |
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"ccomp", |
|
"compound", |
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"conj", |
|
"csubj", |
|
"csubjpass", |
|
"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", |
|
"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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"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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"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", |
|
"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":0.9993053983, |
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"token_p":0.9956742163, |
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"token_r":0.9957505887, |
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"token_f":0.9957124011, |
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"tag_acc":0.9725066923, |
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"sents_p":0.9205049471, |
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"sents_r":0.8899003892, |
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"sents_f":0.904943986, |
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"dep_uas":0.9166876131, |
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"dep_las":0.8979960057, |
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"dep_las_per_type":{ |
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"prep":{ |
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"p":0.8514792011, |
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"r":0.8605577689, |
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"f":0.8559944141 |
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}, |
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"det":{ |
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"p":0.9776402069, |
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"r":0.9787164642, |
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"f":0.9781780395 |
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}, |
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"pobj":{ |
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"p":0.9592170292, |
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"r":0.9679560181, |
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"f":0.9635667097 |
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}, |
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"nsubj":{ |
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"p":0.9562219157, |
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"r":0.9416429354, |
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"f":0.9488764293 |
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}, |
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"aux":{ |
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"p":0.9795809659, |
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"r":0.9822843408, |
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"f":0.9809307908 |
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}, |
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"advmod":{ |
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"p":0.8570825239, |
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"r":0.8536934208, |
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"f":0.8553846154 |
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}, |
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"relcl":{ |
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"p":0.7760869565, |
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"r":0.7772133527, |
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"f":0.7766497462 |
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}, |
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"root":{ |
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"p":0.9174912987, |
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"r":0.8868658883, |
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"f":0.9019186905 |
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}, |
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"xcomp":{ |
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"p":0.8794251665, |
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"r":0.9005743001, |
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"f":0.8898740912 |
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}, |
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"amod":{ |
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"p":0.9157270416, |
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"r":0.9102688695, |
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"f":0.9129897979 |
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}, |
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"compound":{ |
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"p":0.9140038367, |
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"r":0.9287146358, |
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"f":0.9213005166 |
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}, |
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"poss":{ |
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"p":0.9734779988, |
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"r":0.9752415459, |
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"f":0.9743589744 |
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}, |
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"ccomp":{ |
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"p":0.7639405204, |
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"r":0.8370672098, |
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"f":0.7988338192 |
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}, |
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"attr":{ |
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"p":0.8959421454, |
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"r":0.9377628259, |
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"f":0.9163755907 |
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}, |
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"case":{ |
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"p":0.9768015795, |
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"r":0.9904904905, |
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"f":0.9835984095 |
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}, |
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"mark":{ |
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"p":0.9027518034, |
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"r":0.895336513, |
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"f":0.8990288679 |
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}, |
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"intj":{ |
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"p":0.6757624398, |
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"r":0.6168498168, |
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"f":0.6449636155 |
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}, |
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"advcl":{ |
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"p":0.6617760618, |
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"r":0.6474439688, |
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"f":0.6545315682 |
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}, |
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"cc":{ |
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"p":0.8340149146, |
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"r":0.8293266356, |
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"f":0.8316641679 |
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}, |
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"neg":{ |
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"p":0.949127182, |
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"r":0.9548419468, |
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"f":0.951975988 |
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}, |
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"conj":{ |
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"p":0.7544115857, |
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"r":0.7803373615, |
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"f":0.7671554978 |
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}, |
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"nsubjpass":{ |
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"p":0.9232776618, |
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"r":0.9071794872, |
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"f":0.9151577858 |
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}, |
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"auxpass":{ |
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"p":0.9526362824, |
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"r":0.9712984055, |
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"f":0.9618768328 |
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}, |
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"dobj":{ |
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"p":0.9192971544, |
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"r":0.9422264722, |
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"f":0.9306205974 |
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}, |
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"nummod":{ |
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"p":0.9373881932, |
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"r":0.9262626263, |
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"f":0.9317922012 |
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}, |
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"npadvmod":{ |
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"p":0.7576675502, |
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"r":0.7108348135, |
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"f":0.7335043988 |
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}, |
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"prt":{ |
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"p":0.8091728092, |
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"r":0.8853046595, |
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"f":0.8455284553 |
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}, |
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"pcomp":{ |
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"p":0.871398454, |
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"r":0.8683473389, |
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"f":0.869870221 |
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}, |
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"expl":{ |
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"p":0.9808917197, |
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"r":0.9892933619, |
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"f":0.9850746269 |
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}, |
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"acl":{ |
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"p":0.7457627119, |
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"r":0.6961265685, |
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"f":0.7200902935 |
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}, |
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"agent":{ |
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"p":0.8868243243, |
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"f":0.9130434783 |
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}, |
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"dative":{ |
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"p":0.7659033079, |
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"f":0.7261761158 |
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}, |
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"p":0.9110499771, |
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"r":0.9011337868, |
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"f":0.9060647515 |
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"dep":{ |
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"p":0.4232365145, |
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"r":0.1655844156, |
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"f":0.2380396733 |
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}, |
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"csubj":{ |
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"p":0.7077922078, |
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"f":0.6749226006 |
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}, |
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"quantmod":{ |
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"p":0.8597883598, |
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"r":0.7920389927, |
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"f":0.8245243129 |
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"nmod":{ |
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"p":0.7614091273, |
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"r":0.5795246801, |
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"f":0.6581314879 |
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}, |
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"appos":{ |
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"p":0.6951055231, |
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"r":0.6715835141, |
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"f":0.6831421006 |
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}, |
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"predet":{ |
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"p":0.8273092369, |
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"r":0.8841201717, |
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"f":0.8547717842 |
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}, |
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"preconj":{ |
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"p":0.5504587156, |
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"r":0.6976744186, |
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"f":0.6153846154 |
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}, |
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"oprd":{ |
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"p":0.821192053, |
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"r":0.7402985075, |
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"f":0.7786499215 |
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}, |
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"parataxis":{ |
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"p":0.6215469613, |
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"r":0.4880694143, |
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"f":0.5467800729 |
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}, |
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"meta":{ |
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"p":0.8095238095, |
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"r":0.3269230769, |
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"f":0.4657534247 |
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}, |
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"csubjpass":{ |
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"p":0.6, |
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"r":0.5, |
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"f":0.5454545455 |
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} |
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}, |
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"ents_p":0.8463095057, |
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"ents_r":0.8377904647, |
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"ents_f":0.8420284384, |
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"ents_per_type":{ |
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"DATE":{ |
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"p":0.8653725736, |
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"r":0.8774603175, |
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"f":0.8713745271 |
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}, |
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"GPE":{ |
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"p":0.9126848692, |
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"r":0.8951185495, |
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"f":0.9038163639 |
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}, |
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"ORDINAL":{ |
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"p":0.7818696884, |
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"f":0.8177777778 |
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}, |
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"ORG":{ |
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"p":0.8032096817, |
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"r":0.8093849417, |
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"f":0.8062854879 |
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}, |
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"FAC":{ |
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"p":0.412371134, |
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"r":0.3076923077, |
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"f":0.3524229075 |
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}, |
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"CARDINAL":{ |
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"p":0.8206857785, |
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"r":0.8680142687, |
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"f":0.8436867957 |
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}, |
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"PERSON":{ |
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"p":0.8429059298, |
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"r":0.8860966057, |
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"f":0.8639618138 |
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}, |
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"NORP":{ |
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"p":0.8995176849, |
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"r":0.8952, |
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"f":0.8973536488 |
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}, |
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"LOC":{ |
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"p":0.7210144928, |
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"r":0.6337579618, |
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"f":0.6745762712 |
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}, |
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"TIME":{ |
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"p":0.7492163009, |
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"r":0.6988304094, |
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"f":0.7231467474 |
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}, |
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"QUANTITY":{ |
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"p":0.8273381295, |
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"r":0.6318681319, |
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"f":0.7165109034 |
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}, |
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"EVENT":{ |
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"p":0.5604395604, |
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"r":0.2931034483, |
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"f":0.3849056604 |
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}, |
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"WORK_OF_ART":{ |
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"p":0.5151515152, |
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"r":0.3505154639, |
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"f":0.4171779141 |
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}, |
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"MONEY":{ |
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"p":0.9178743961, |
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"r":0.8972845336, |
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"f":0.9074626866 |
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}, |
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"LAW":{ |
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"p":0.5102040816, |
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"r":0.390625, |
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"f":0.4424778761 |
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}, |
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"PERCENT":{ |
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"p":0.9230769231, |
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"r":0.8820826953, |
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"f":0.9021143305 |
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}, |
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"PRODUCT":{ |
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"p":0.5185185185, |
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"r":0.1990521327, |
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"f":0.2876712329 |
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}, |
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"LANGUAGE":{ |
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"p":0.7826086957, |
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"r":0.5625, |
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"f":0.6545454545 |
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} |
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}, |
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"speed":8030.19594793 |
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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":[ |
|
|
|
] |
|
} |