| { | |
| "lang":"en", | |
| "name":"core_web_sm", | |
| "version":"3.1.0", | |
| "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":">=3.1.0,<3.2.0", | |
| "spacy_git_version":"caba63b74", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "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", | |
| "``" | |
| ], | |
| "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" | |
| ], | |
| "senter":[ | |
| "I", | |
| "S" | |
| ], | |
| "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":{ | |
| "token_acc":0.9993053983, | |
| "tag_acc":0.9720712187, | |
| "dep_uas":0.9185392711, | |
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| "ents_f":0.8379609817, | |
| "sents_p":0.9074955788, | |
| "sents_r":0.8801372122, | |
| "sents_f":0.893607046, | |
| "speed":10426.0619939972, | |
| "dep_las_per_type":{ | |
| "prep":{ | |
| "p":0.8554402587, | |
| "r":0.8633276418, | |
| "f":0.8593658527 | |
| }, | |
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| "p":0.9772329247, | |
| "r":0.9783087336, | |
| "f":0.9777705332 | |
| }, | |
| "pobj":{ | |
| "p":0.9603285837, | |
| "r":0.9686628706, | |
| "f":0.9644777228 | |
| }, | |
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| "p":0.9598718747, | |
| "r":0.945279299, | |
| "f":0.9525197007 | |
| }, | |
| "aux":{ | |
| "p":0.9795737123, | |
| "r":0.9819282471, | |
| "f":0.9807495665 | |
| }, | |
| "advmod":{ | |
| "p":0.8538267452, | |
| "r":0.8541140838, | |
| "f":0.8539703903 | |
| }, | |
| "relcl":{ | |
| "p":0.764978602, | |
| "r":0.7783018868, | |
| "f":0.7715827338 | |
| }, | |
| "root":{ | |
| "p":0.9199754818, | |
| "r":0.8910878026, | |
| "f":0.9053012533 | |
| }, | |
| "xcomp":{ | |
| "p":0.8813440672, | |
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| "f":0.892433103 | |
| }, | |
| "amod":{ | |
| "p":0.9171875, | |
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| "f":0.9220128918 | |
| }, | |
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| "p":0.9744672296, | |
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| }, | |
| "ccomp":{ | |
| "p":0.7747747748, | |
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| "f":0.8064075015 | |
| }, | |
| "attr":{ | |
| "p":0.8989490703, | |
| "r":0.9352396972, | |
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| "p":0.9801980198, | |
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| "f":0.9855649577 | |
| }, | |
| "mark":{ | |
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| "f":0.6546546547 | |
| }, | |
| "advcl":{ | |
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| "f":0.6637067106 | |
| }, | |
| "cc":{ | |
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| "f":0.8405970865 | |
| }, | |
| "neg":{ | |
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| "f":0.9489744872 | |
| }, | |
| "conj":{ | |
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| "f":0.7773891318 | |
| }, | |
| "nsubjpass":{ | |
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| "auxpass":{ | |
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| "dobj":{ | |
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| }, | |
| "nummod":{ | |
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| "f":0.7470188956 | |
| }, | |
| "prt":{ | |
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| "r":0.8915770609, | |
| "f":0.852978997 | |
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| "pcomp":{ | |
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| "expl":{ | |
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| "acl":{ | |
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| "f":0.7223005357 | |
| }, | |
| "agent":{ | |
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| }, | |
| "dative":{ | |
| "p":0.7608695652, | |
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| "f":0.7411764706 | |
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| "acomp":{ | |
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| "f":0.9062286105 | |
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| "dep":{ | |
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| "f":0.625 | |
| } | |
| }, | |
| "ents_per_type":{ | |
| "DATE":{ | |
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| }, | |
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| "CARDINAL":{ | |
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| }, | |
| "ORDINAL":{ | |
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| "LOC":{ | |
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| "TIME":{ | |
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| }, | |
| "PRODUCT":{ | |
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| "WORK_OF_ART":{ | |
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| "f":0.3726708075 | |
| }, | |
| "EVENT":{ | |
| "p":0.595959596, | |
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| "f":0.4322344322 | |
| }, | |
| "MONEY":{ | |
| "p":0.9182692308, | |
| "r":0.9020070838, | |
| "f":0.9100655152 | |
| }, | |
| "LAW":{ | |
| "p":0.5555555556, | |
| "r":0.46875, | |
| "f":0.5084745763 | |
| }, | |
| "PERCENT":{ | |
| "p":0.92, | |
| "r":0.8805513017, | |
| "f":0.8998435055 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.7692307692, | |
| "r":0.625, | |
| "f":0.6896551724 | |
| } | |
| } | |
| }, | |
| "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":[ | |
| ] | |
| } |