| { |
| "lang":"en", |
| "name":"core_web_md", |
| "version":"3.7.1", |
| "description":"English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer.", |
| "author":"Explosion", |
| "email":"contact@explosion.ai", |
| "url":"https://explosion.ai", |
| "license":"MIT", |
| "spacy_version":">=3.7.2,<3.8.0", |
| "spacy_git_version":"bd2c17e20", |
| "vectors":{ |
| "width":300, |
| "vectors":20000, |
| "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", |
| "Father", |
| "GPE", |
| "LANGUAGE", |
| "LAW", |
| "LOC", |
| "MONEY", |
| "Mother", |
| "NORP", |
| "ORDINAL", |
| "ORG", |
| "PERCENT", |
| "PERSON", |
| "PRODUCT", |
| "Partner", |
| "Profession", |
| "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":{ |
| "token_acc":0.9986194413, |
| "token_p":0.9956819193, |
| "token_r":0.9957659295, |
| "token_f":0.9957239226, |
| "tag_acc":0.9732581964, |
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| "sents_f":0.9076778775, |
| "dep_uas":0.9205112068, |
| "dep_las":0.9022890411, |
| "dep_las_per_type":{ |
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| "r":0.8686776703, |
| "f":0.8643648651 |
| }, |
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| "r":0.9795726984, |
| "f":0.9790338026 |
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| "r":0.9687021402, |
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| "r":0.9483461117, |
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| }, |
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| }, |
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| "r":0.7815674891, |
| "f":0.7741239892 |
| }, |
| "root":{ |
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| "f":0.9057767055 |
| }, |
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| "r":0.9034458004, |
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| "f":0.9162955498 |
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| "f":0.8117555165 |
| }, |
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| }, |
| "case":{ |
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| "r":0.9904904905, |
| "f":0.9853124222 |
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| "mark":{ |
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| "f":0.9465 |
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| "f":0.7766237017 |
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| }, |
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| }, |
| "ents_p":0.8494302632, |
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| "FAC":{ |
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| }, |
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| "MONEY":{ |
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| }, |
| "WORK_OF_ART":{ |
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| }, |
| "EVENT":{ |
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| }, |
| "LAW":{ |
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| }, |
| "PERCENT":{ |
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| }, |
| "LANGUAGE":{ |
| "p":0.7083333333, |
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| }, |
| "PRODUCT":{ |
| "p":0.6363636364, |
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| "f":0.3745819398 |
| } |
| }, |
| "speed":7442.7139509686 |
| }, |
| "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":[ |
|
|
| ] |
| } |
