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{ |
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"lang":"en", |
|
"name":"core_web_trf", |
|
"version":"3.3.0", |
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"description":"English transformer pipeline (roberta-base). Components: transformer, tagger, parser, ner, attribute_ruler, lemmatizer.", |
|
"author":"Explosion", |
|
"email":"contact@explosion.ai", |
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"url":"https://explosion.ai", |
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"license":"MIT", |
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"spacy_version":">=3.3.0.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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"transformer":[ |
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|
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], |
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"tagger":[ |
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"$", |
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"''", |
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",", |
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"-LRB-", |
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"-RRB-", |
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".", |
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":", |
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"ADD", |
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"AFX", |
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"CC", |
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"CD", |
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"DT", |
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"EX", |
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"FW", |
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"HYPH", |
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"IN", |
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"JJ", |
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"JJR", |
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"JJS", |
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"LS", |
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"MD", |
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"NFP", |
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"NN", |
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"NNP", |
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"NNPS", |
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"NNS", |
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"PDT", |
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"POS", |
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"PRP", |
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"PRP$", |
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"RB", |
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"RBR", |
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"RBS", |
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"RP", |
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"SYM", |
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"TO", |
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"UH", |
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"VB", |
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"VBD", |
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"VBG", |
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"VBN", |
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"VBP", |
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"VBZ", |
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"WDT", |
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"WP", |
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"WP$", |
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"WRB", |
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"XX", |
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"``" |
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], |
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"parser":[ |
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"ROOT", |
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"acl", |
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"acomp", |
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"advcl", |
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"advmod", |
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"agent", |
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"amod", |
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"appos", |
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"attr", |
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"aux", |
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"auxpass", |
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"case", |
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"cc", |
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"ccomp", |
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"compound", |
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"conj", |
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"csubj", |
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"csubjpass", |
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"dative", |
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"dep", |
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"det", |
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"dobj", |
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"expl", |
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"intj", |
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"mark", |
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"meta", |
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"neg", |
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"nmod", |
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"npadvmod", |
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"nsubj", |
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"nsubjpass", |
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"nummod", |
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"oprd", |
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"parataxis", |
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"pcomp", |
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"pobj", |
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"poss", |
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"preconj", |
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"predet", |
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"prep", |
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"prt", |
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"punct", |
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"quantmod", |
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"relcl", |
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"xcomp" |
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], |
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"attribute_ruler":[ |
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|
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], |
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"lemmatizer":[ |
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|
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], |
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"ner":[ |
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"CARDINAL", |
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"DATE", |
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"EVENT", |
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"FAC", |
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"GPE", |
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"LANGUAGE", |
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"LAW", |
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"LOC", |
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"MONEY", |
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"NORP", |
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"ORDINAL", |
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"ORG", |
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"PERCENT", |
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"PERSON", |
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"PRODUCT", |
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"QUANTITY", |
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"TIME", |
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"WORK_OF_ART" |
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] |
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}, |
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"pipeline":[ |
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"transformer", |
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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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"transformer", |
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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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"disabled":[ |
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], |
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"performance":{ |
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"LAW":{ |
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"p":0.602739726, |
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"f":0.6423357664 |
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}, |
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"PERCENT":{ |
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"p":0.9178515008, |
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"r":0.8897396631, |
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"f":0.9035769829 |
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}, |
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"LANGUAGE":{ |
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"p":0.96, |
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"r":0.75, |
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"f":0.8421052632 |
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} |
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}, |
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"speed":4560.3818843877 |
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}, |
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"sources":[ |
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{ |
|
"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":"roberta-base", |
|
"author":"Yinhan Liu and Myle Ott and Naman Goyal and Jingfei Du and Mandar Joshi and Danqi Chen and Omer Levy and Mike Lewis and Luke Zettlemoyer and Veselin Stoyanov", |
|
"url":"https://github.com/pytorch/fairseq/tree/master/examples/roberta", |
|
"license":"MIT" |
|
} |
|
], |
|
"requirements":[ |
|
"spacy-transformers>=1.1.2,<1.2.0" |
|
] |
|
} |