|
{ |
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"lang":"mk", |
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"name":"core_news_lg", |
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"version":"3.3.0", |
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"description":"Macedonian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.", |
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"author":"Explosion", |
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"email":"contact@explosion.ai", |
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"url":"https://explosion.ai", |
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"license":"CC BY-SA 4.0", |
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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":300, |
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"vectors":274587, |
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"keys":274587, |
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"name":"mk_vectors" |
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}, |
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"labels":{ |
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"morphologizer":[ |
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"POS=PROPN", |
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"POS=AUX", |
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"POS=ADJ", |
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"POS=NOUN", |
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"POS=ADP", |
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"POS=PUNCT", |
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"POS=CONJ", |
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"POS=NUM", |
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"POS=VERB", |
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"POS=PRON", |
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"POS=ADV", |
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"POS=SCONJ", |
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"POS=PART", |
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"POS=SYM", |
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"POS=X", |
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"_", |
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"POS=INTJ" |
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], |
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"parser":[ |
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"ROOT", |
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"advmod", |
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"att", |
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"aux", |
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"cc", |
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"dep", |
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"det", |
|
"dobj", |
|
"iobj", |
|
"neg", |
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"nsubj", |
|
"pobj", |
|
"poss", |
|
"pozm", |
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"pozv", |
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"prep", |
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"punct", |
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"relcl" |
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], |
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"attribute_ruler":[ |
|
|
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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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"morphologizer", |
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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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"morphologizer", |
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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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"disabled":[ |
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"senter" |
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], |
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"performance":{ |
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"token_acc":1.0, |
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"token_p":1.0, |
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"token_r":1.0, |
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"token_f":1.0, |
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"sents_p":0.7222222222, |
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"sents_r":0.6753246753, |
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"sents_f":0.6979865772, |
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"dep_uas":0.6725490196, |
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"dep_las":0.5137254902, |
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"dep_las_per_type":{ |
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"nsubj":{ |
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"p":0.5945945946, |
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"r":0.5789473684, |
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"f":0.5866666667 |
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}, |
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"root":{ |
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"p":0.7083333333, |
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"r":0.7285714286, |
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"f":0.7183098592 |
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}, |
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"cc":{ |
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"p":0.8421052632, |
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"r":0.5714285714, |
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"f":0.6808510638 |
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}, |
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"relcl":{ |
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"p":0.347826087, |
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"r":0.3076923077, |
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"f":0.3265306122 |
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}, |
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"pozm":{ |
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"p":0.7142857143, |
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"r":0.4545454545, |
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"f":0.5555555556 |
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}, |
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"poss":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"aux":{ |
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"p":0.5555555556, |
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"r":0.6060606061, |
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"f":0.5797101449 |
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}, |
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"prep":{ |
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"p":0.6769230769, |
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"r":0.7333333333, |
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"f":0.704 |
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}, |
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"iobj":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"pozv":{ |
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"p":0.2, |
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"r":0.1333333333, |
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"f":0.16 |
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}, |
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"quantmod":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"att":{ |
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"p":0.75, |
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"r":0.6923076923, |
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"f":0.72 |
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}, |
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"det":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"num":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"dep":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"dobj":{ |
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"p":0.435483871, |
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"r":0.45, |
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"f":0.4426229508 |
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}, |
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"ppdo":{ |
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"p":0.8888888889, |
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"r":0.5333333333, |
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"f":0.6666666667 |
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}, |
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"neg":{ |
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"p":0.6, |
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"r":0.5454545455, |
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"f":0.5714285714 |
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}, |
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"advmod":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"pobj":{ |
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"p":0.4857142857, |
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"r":0.53125, |
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"f":0.5074626866 |
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}, |
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"mwe":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"ppio":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"appos":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"advcl":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"number":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"amod":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"_":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"acl":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"pozn":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"pozk":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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} |
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}, |
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"speed":2027.498465635, |
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"ents_p":0.7538593482, |
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"ents_r":0.7480851064, |
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"ents_f":0.7509611277, |
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"ents_per_type":{ |
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"LOC":{ |
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"p":0.8474576271, |
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"r":0.5747126437, |
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"f":0.6849315068 |
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}, |
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"GPE":{ |
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"p":0.8539325843, |
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"r":0.8962264151, |
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"f":0.8745684695 |
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}, |
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"QUANTITY":{ |
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"p":0.6764705882, |
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"r":0.5609756098, |
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"f":0.6133333333 |
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}, |
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"PERSON":{ |
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"p":0.7643312102, |
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"r":0.8, |
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"f":0.7817589577 |
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}, |
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"PERCENT":{ |
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"p":0.9411764706, |
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"r":1.0, |
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"f":0.9696969697 |
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}, |
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"DATE":{ |
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"p":0.7671232877, |
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"r":0.7887323944, |
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"f":0.7777777778 |
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}, |
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"CARDINAL":{ |
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"p":0.7047619048, |
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"r":0.7872340426, |
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"f":0.743718593 |
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}, |
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"NORP":{ |
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"p":0.4285714286, |
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"r":0.4153846154, |
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"f":0.421875 |
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}, |
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"FAC":{ |
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"p":0.3333333333, |
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"r":0.15, |
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"f":0.2068965517 |
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}, |
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"ORDINAL":{ |
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"p":0.5384615385, |
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"r":0.6363636364, |
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"f":0.5833333333 |
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}, |
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"TIME":{ |
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"p":0.8, |
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"r":0.6666666667, |
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"f":0.7272727273 |
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}, |
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"MONEY":{ |
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"p":1.0, |
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"r":0.5, |
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"f":0.6666666667 |
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}, |
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"ORG":{ |
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"p":0.5238095238, |
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"r":0.6734693878, |
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"f":0.5892857143 |
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}, |
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"LANGUAGE":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"WORK_OF_ART":{ |
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"p":0.7307692308, |
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"r":0.4634146341, |
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"f":0.5671641791 |
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}, |
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"EVENT":{ |
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"p":0.5, |
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"r":0.5882352941, |
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"f":0.5405405405 |
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}, |
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"LAW":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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}, |
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"PRODUCT":{ |
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"p":0.0, |
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"r":0.0, |
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"f":0.0 |
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} |
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}, |
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"pos_acc":0.9347181009 |
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}, |
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"sources":[ |
|
{ |
|
"name":"Macedonian Corpus", |
|
"url":"https://blog.netcetera.com/macedonian-spacy-f3c85484777f", |
|
"license":"CC BY-SA 4.0", |
|
"author":"Damjan Zlatinov, Melanija Gerasimovska, Borijan Georgievski, Marija Todosovska" |
|
}, |
|
{ |
|
"name":"Macedonian Corpus", |
|
"url":"https://blog.netcetera.com/macedonian-spacy-f3c85484777f", |
|
"license":"CC BY-SA 4.0", |
|
"author":"Damjan Zlatinov, Melanija Gerasimovska, Borijan Georgievski, Marija Todosovska" |
|
}, |
|
{ |
|
"name":"Macedonian Corpus", |
|
"url":"https://blog.netcetera.com/macedonian-spacy-f3c85484777f", |
|
"license":"CC BY-SA 4.0", |
|
"author":"Damjan Zlatinov, Melanija Gerasimovska, Borijan Georgievski, Marija Todosovska" |
|
}, |
|
{ |
|
"name":"spaCy lookups data", |
|
"author":"Explosion", |
|
"url":"https://github.com/explosion/spacy-lookups-data", |
|
"license":"MIT" |
|
}, |
|
{ |
|
"name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", |
|
"url":"https://spacy.io", |
|
"license":"CC0", |
|
"author":"Explosion" |
|
} |
|
], |
|
"requirements":[ |
|
|
|
] |
|
} |