|
{ |
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"lang":"en", |
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"name":"core_web_sm", |
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"version":"3.3.0", |
|
"description":"English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer.", |
|
"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":">=3.3.0.dev0,<3.4.0", |
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"spacy_git_version":"849bef2de", |
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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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"$", |
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"''", |
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",", |
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"-LRB-", |
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"-RRB-", |
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".", |
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":", |
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"ADD", |
|
"AFX", |
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"CC", |
|
"CD", |
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"DT", |
|
"EX", |
|
"FW", |
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"HYPH", |
|
"IN", |
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"JJ", |
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"JJR", |
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"JJS", |
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"LS", |
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"MD", |
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"NFP", |
|
"NN", |
|
"NNP", |
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"NNPS", |
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"NNS", |
|
"PDT", |
|
"POS", |
|
"PRP", |
|
"PRP$", |
|
"RB", |
|
"RBR", |
|
"RBS", |
|
"RP", |
|
"SYM", |
|
"TO", |
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"UH", |
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"VB", |
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"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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], |
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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", |
|
"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", |
|
"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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"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":0.9993092439, |
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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":0.9726545475, |
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"sents_p":0.9188657486, |
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"sents_r":0.8935285969, |
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"sents_f":0.9060200669, |
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"dep_uas":0.9180803841, |
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"dep_las":0.8996666011, |
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"dep_las_per_type":{ |
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"prep":{ |
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"p":0.8545638793, |
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"r":0.8639347372, |
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"f":0.8592237589 |
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}, |
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"det":{ |
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"p":0.9767252604, |
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"r":0.9787164642, |
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"f":0.9777198485 |
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}, |
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"pobj":{ |
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"p":0.9624306803, |
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"r":0.9677596701, |
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"f":0.9650878189 |
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}, |
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"nsubj":{ |
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"p":0.9570163789, |
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"r":0.9471631982, |
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"f":0.9520642959 |
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}, |
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"aux":{ |
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"p":0.9800017776, |
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"r":0.9815721535, |
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"f":0.980786337 |
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}, |
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"advmod":{ |
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"p":0.8575166709, |
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"r":0.8547030119, |
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"f":0.8561075296 |
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}, |
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"relcl":{ |
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"p":0.7630824373, |
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"r":0.7724963716, |
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"f":0.7677605481 |
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}, |
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"root":{ |
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"p":0.9153887909, |
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"r":0.8899663566, |
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"f":0.9024985785 |
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}, |
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"xcomp":{ |
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"p":0.8755679832, |
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"r":0.8991385499, |
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"f":0.8871967416 |
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}, |
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"amod":{ |
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"p":0.9161676647, |
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"r":0.9119533528, |
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"f":0.9140556512 |
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}, |
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"compound":{ |
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"p":0.9153947513, |
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"r":0.9285475607, |
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"f":0.9219242466 |
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}, |
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"poss":{ |
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"p":0.9729241877, |
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"r":0.9764492754, |
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"f":0.9746835443 |
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}, |
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"ccomp":{ |
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"p":0.7720643231, |
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"r":0.8409368635, |
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"f":0.8050302203 |
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}, |
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"attr":{ |
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"p":0.9093147312, |
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"r":0.9318755257, |
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"f":0.9204569055 |
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}, |
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"case":{ |
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"p":0.977799704, |
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"r":0.991991992, |
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"f":0.9848447205 |
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}, |
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"mark":{ |
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"p":0.9035921817, |
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"r":0.9064652888, |
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"f":0.905026455 |
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}, |
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"intj":{ |
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"p":0.6711250983, |
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"r":0.6249084249, |
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"f":0.6471927162 |
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}, |
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"advcl":{ |
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"p":0.6756965944, |
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"r":0.6595316041, |
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"f":0.6675162482 |
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}, |
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"cc":{ |
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"p":0.8375451264, |
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"r":0.8324363114, |
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"f":0.8349829044 |
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}, |
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"neg":{ |
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"p":0.9480778832, |
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"r":0.9528349222, |
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"f":0.9504504505 |
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}, |
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"conj":{ |
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"p":0.7654719087, |
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"r":0.77693857, |
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"f":0.7711626164 |
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}, |
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"nsubjpass":{ |
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"p":0.9168804515, |
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"r":0.9164102564, |
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"f":0.9166452937 |
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}, |
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"auxpass":{ |
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"p":0.9459821429, |
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"r":0.9653758542, |
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"f":0.9555806088 |
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}, |
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"dobj":{ |
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"p":0.9223308565, |
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"r":0.9396764682, |
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"f":0.9309228705 |
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}, |
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"nummod":{ |
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"p":0.9368956743, |
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"r":0.9297979798, |
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"f":0.9333333333 |
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}, |
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"npadvmod":{ |
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"p":0.7781178271, |
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"r":0.7225577265, |
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"f":0.7493092651 |
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}, |
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"prt":{ |
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"p":0.816091954, |
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"r":0.8906810036, |
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"f":0.851756641 |
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}, |
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"pcomp":{ |
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"p":0.8699300699, |
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"r":0.8711484594, |
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"f":0.8705388383 |
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}, |
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"expl":{ |
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"p":0.983014862, |
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"r":0.9914346895, |
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"f":0.987206823 |
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}, |
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"acl":{ |
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"p":0.7332949309, |
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"r":0.6944899073, |
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"f":0.7133650883 |
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}, |
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"agent":{ |
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"p":0.8885135135, |
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"r":0.9426523297, |
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"f":0.9147826087 |
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"dative":{ |
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"p":0.7847769029, |
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"r":0.6857798165, |
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"f":0.7319461444 |
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}, |
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"p":0.9046746104, |
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"f":0.8999316161 |
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}, |
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"dep":{ |
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"p":0.4151624549, |
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"r":0.1866883117, |
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"f":0.2575587906 |
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}, |
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"csubj":{ |
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"p":0.6476683938, |
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"r":0.7396449704, |
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"f":0.6906077348 |
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}, |
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"quantmod":{ |
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"p":0.8682310469, |
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"r":0.7814784728, |
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"f":0.8225737495 |
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}, |
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"nmod":{ |
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"p":0.741078208, |
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"r":0.5947592931, |
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"f":0.6599053414 |
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}, |
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"appos":{ |
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"p":0.7215189873, |
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"r":0.6676789588, |
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"f":0.6935556557 |
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}, |
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"predet":{ |
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"p":0.8395061728, |
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"r":0.8755364807, |
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"f":0.8571428571 |
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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":0.8205980066, |
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"r":0.7373134328, |
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"f":0.7767295597 |
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}, |
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"parataxis":{ |
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"p":0.6121883657, |
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"r":0.4793926247, |
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"f":0.5377128954 |
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}, |
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"meta":{ |
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"p":0.7407407407, |
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"r":0.3846153846, |
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"f":0.5063291139 |
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}, |
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"csubjpass":{ |
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"p":0.7142857143, |
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"f":0.7692307692 |
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} |
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}, |
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"ents_p":0.8508041869, |
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"ents_r":0.8344851763, |
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"ents_f":0.8425656714, |
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"ents_per_type":{ |
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"DATE":{ |
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"p":0.8732394366, |
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"r":0.866031746, |
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"f":0.8696206567 |
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}, |
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"GPE":{ |
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"p":0.9154443486, |
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"f":0.90144435 |
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}, |
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"ORDINAL":{ |
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"p":0.7927927928, |
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"r":0.8198757764, |
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"f":0.8061068702 |
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}, |
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"FAC":{ |
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"p":0.4049586777, |
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"r":0.3769230769, |
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"f":0.390438247 |
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}, |
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"ORG":{ |
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"p":0.8038601982, |
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"r":0.8170731707, |
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"f":0.810412832 |
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}, |
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"CARDINAL":{ |
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"p":0.8222477064, |
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"r":0.8525564804, |
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"f":0.8371278459 |
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}, |
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"LOC":{ |
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"p":0.714801444, |
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"r":0.6305732484, |
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"f":0.6700507614 |
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}, |
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"PERSON":{ |
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"p":0.8572793883, |
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"r":0.8782637076, |
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"f":0.8676446881 |
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}, |
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"NORP":{ |
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"p":0.918652424, |
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"r":0.8944, |
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"f":0.9063640049 |
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}, |
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"TIME":{ |
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"p":0.7436708861, |
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"r":0.6871345029, |
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"f":0.7142857143 |
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}, |
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"QUANTITY":{ |
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"p":0.8308823529, |
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"r":0.6208791209, |
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"f":0.7106918239 |
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}, |
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"EVENT":{ |
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"p":0.5533980583, |
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"r":0.3275862069, |
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"f":0.4115523466 |
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}, |
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"WORK_OF_ART":{ |
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"p":0.4926470588, |
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"r":0.3453608247, |
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"f":0.4060606061 |
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}, |
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"LAW":{ |
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"p":0.58, |
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"r":0.453125, |
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"f":0.5087719298 |
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}, |
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"MONEY":{ |
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"p":0.9198564593, |
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"r":0.9079102715, |
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"f":0.9138443256 |
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}, |
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"PERCENT":{ |
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"p":0.9153354633, |
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"r":0.8774885145, |
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"f":0.8960125098 |
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}, |
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"LANGUAGE":{ |
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"p":0.7857142857, |
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"r":0.6875, |
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"f":0.7333333333 |
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}, |
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"PRODUCT":{ |
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"p":0.5795454545, |
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"r":0.2417061611, |
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"f":0.3411371237 |
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} |
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}, |
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"speed":9738.3022066337 |
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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":[ |
|
|
|
] |
|
} |