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{ | |
"lang":"en", | |
"name":"core_web_lg", | |
"version":"3.7.1", | |
"description":"English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer.", | |
"author":"Explosion", | |
"email":"[email protected]", | |
"url":"https://explosion.ai", | |
"license":"MIT", | |
"spacy_version":">=3.7.2,<3.8.0", | |
"spacy_git_version":"bd2c17e20", | |
"vectors":{ | |
"width":300, | |
"vectors":514157, | |
"keys":514157, | |
"name":"en_vectors" | |
}, | |
"labels":{ | |
"tok2vec":[ | |
], | |
"tagger":[ | |
"$", | |
"''", | |
",", | |
"-LRB-", | |
"-RRB-", | |
".", | |
":", | |
"ADD", | |
"AFX", | |
"CC", | |
"CD", | |
"DT", | |
"EX", | |
"FW", | |
"HYPH", | |
"IN", | |
"JJ", | |
"JJR", | |
"JJS", | |
"LS", | |
"MD", | |
"NFP", | |
"NN", | |
"NNP", | |
"NNPS", | |
"NNS", | |
"PDT", | |
"POS", | |
"PRP", | |
"PRP$", | |
"RB", | |
"RBR", | |
"RBS", | |
"RP", | |
"SYM", | |
"TO", | |
"UH", | |
"VB", | |
"VBD", | |
"VBG", | |
"VBN", | |
"VBP", | |
"VBZ", | |
"WDT", | |
"WP", | |
"WP$", | |
"WRB", | |
"XX", | |
"_SP", | |
"``" | |
], | |
"parser":[ | |
"ROOT", | |
"acl", | |
"acomp", | |
"advcl", | |
"advmod", | |
"agent", | |
"amod", | |
"appos", | |
"attr", | |
"aux", | |
"auxpass", | |
"case", | |
"cc", | |
"ccomp", | |
"compound", | |
"conj", | |
"csubj", | |
"csubjpass", | |
"dative", | |
"dep", | |
"det", | |
"dobj", | |
"expl", | |
"intj", | |
"mark", | |
"meta", | |
"neg", | |
"nmod", | |
"npadvmod", | |
"nsubj", | |
"nsubjpass", | |
"nummod", | |
"oprd", | |
"parataxis", | |
"pcomp", | |
"pobj", | |
"poss", | |
"preconj", | |
"predet", | |
"prep", | |
"prt", | |
"punct", | |
"quantmod", | |
"relcl", | |
"xcomp" | |
], | |
"attribute_ruler":[ | |
], | |
"lemmatizer":[ | |
], | |
"ner":[ | |
"CARDINAL", | |
"DATE", | |
"EVENT", | |
"FAC", | |
"GPE", | |
"LANGUAGE", | |
"LAW", | |
"LOC", | |
"MONEY", | |
"NORP", | |
"ORDINAL", | |
"ORG", | |
"PERCENT", | |
"PERSON", | |
"PRODUCT", | |
"QUANTITY", | |
"TIME", | |
"WORK_OF_ART" | |
] | |
}, | |
"pipeline":[ | |
"tok2vec", | |
"tagger", | |
"parser", | |
"attribute_ruler", | |
"lemmatizer", | |
"ner" | |
], | |
"components":[ | |
"tok2vec", | |
"tagger", | |
"parser", | |
"senter", | |
"attribute_ruler", | |
"lemmatizer", | |
"ner" | |
], | |
"disabled":[ | |
"senter" | |
], | |
"performance":{ | |
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"token_p":0.9956819193, | |
"token_r":0.9957659295, | |
"token_f":0.9957239226, | |
"tag_acc":0.9734810915, | |
"sents_p":0.9219292867, | |
"sents_r":0.8927369879, | |
"sents_f":0.907098331, | |
"dep_uas":0.9208198801, | |
"dep_las":0.9027174273, | |
"dep_las_per_type":{ | |
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"f":0.8639643383 | |
}, | |
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"f":0.966177709 | |
}, | |
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}, | |
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}, | |
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"r":0.8550395423, | |
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}, | |
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}, | |
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"r":0.8931987598, | |
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}, | |
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}, | |
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}, | |
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"attr":{ | |
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"case":{ | |
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}, | |
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}, | |
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"acl":{ | |
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}, | |
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} | |
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"ents_f":0.8542971968, | |
"ents_per_type":{ | |
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}, | |
"GPE":{ | |
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}, | |
"FAC":{ | |
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}, | |
"EVENT":{ | |
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}, | |
"LOC":{ | |
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"TIME":{ | |
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}, | |
"MONEY":{ | |
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}, | |
"WORK_OF_ART":{ | |
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}, | |
"LAW":{ | |
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}, | |
"PERCENT":{ | |
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"r":0.8774885145, | |
"f":0.8981191223 | |
}, | |
"LANGUAGE":{ | |
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"f":0.6666666667 | |
}, | |
"PRODUCT":{ | |
"p":0.5784313725, | |
"r":0.2796208531, | |
"f":0.3769968051 | |
} | |
}, | |
"speed":8276.0958055731 | |
}, | |
"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" | |
}, | |
{ | |
"name":"Explosion Vectors (OSCAR 2109 + Wikipedia + OpenSubtitles + WMT News Crawl)", | |
"url":"https://github.com/explosion/spacy-vectors-builder", | |
"license":"CC0", | |
"author":"Explosion" | |
} | |
], | |
"requirements":[ | |
] | |
} |