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| { | |
| "lang":"en", | |
| "name":"core_web_sm", | |
| "version":"3.6.0", | |
| "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":">=3.6.0,<3.7.0", | |
| "spacy_git_version":"cb4fdc83e", | |
| "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", | |
| "_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":{ | |
| "token_acc":0.9986194413, | |
| "token_p":0.9956819193, | |
| "token_r":0.9957659295, | |
| "token_f":0.9957239226, | |
| "tag_acc":0.97246532, | |
| "sents_p":0.9201877934, | |
| "sents_r":0.8921432812, | |
| "sents_f":0.9059485531, | |
| "dep_uas":0.9175304332, | |
| "dep_las":0.89874821, | |
| "dep_las_per_type":{ | |
| "prep":{ | |
| "p":0.853521338, | |
| "r":0.8635932461, | |
| "f":0.8585277532 | |
| }, | |
| "det":{ | |
| "p":0.9763930156, | |
| "r":0.9781048683, | |
| "f":0.9772481923 | |
| }, | |
| "pobj":{ | |
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| "r":0.967681131, | |
| "f":0.9645184649 | |
| }, | |
| "nsubj":{ | |
| "p":0.9565737052, | |
| "r":0.9467250821, | |
| "f":0.9516239128 | |
| }, | |
| "aux":{ | |
| "p":0.9815061794, | |
| "r":0.9827294578, | |
| "f":0.9821174377 | |
| }, | |
| "advmod":{ | |
| "p":0.8548033091, | |
| "r":0.8519266364, | |
| "f":0.8533625485 | |
| }, | |
| "relcl":{ | |
| "p":0.7571736011, | |
| "r":0.7659651669, | |
| "f":0.7615440115 | |
| }, | |
| "root":{ | |
| "p":0.9195942266, | |
| "r":0.8910218352, | |
| "f":0.9050825879 | |
| }, | |
| "xcomp":{ | |
| "p":0.8836222144, | |
| "r":0.8966259871, | |
| "f":0.8900766079 | |
| }, | |
| "amod":{ | |
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| "r":0.9107223842, | |
| "f":0.9140683422 | |
| }, | |
| "compound":{ | |
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| }, | |
| "poss":{ | |
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| "r":0.9786634461, | |
| "f":0.9763052209 | |
| }, | |
| "ccomp":{ | |
| "p":0.7671207315, | |
| "r":0.8372708758, | |
| "f":0.8006621872 | |
| }, | |
| "attr":{ | |
| "p":0.899837794, | |
| "r":0.93313709, | |
| "f":0.9161849711 | |
| }, | |
| "case":{ | |
| "p":0.9787549407, | |
| "r":0.9914914915, | |
| "f":0.9850820487 | |
| }, | |
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| "r":0.9083200848, | |
| "f":0.9075986232 | |
| }, | |
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| }, | |
| "advcl":{ | |
| "p":0.6633986928, | |
| "r":0.6645681189, | |
| "f":0.6639828909 | |
| }, | |
| "cc":{ | |
| "p":0.8323511726, | |
| "r":0.8277717976, | |
| "f":0.8300551691 | |
| }, | |
| "neg":{ | |
| "p":0.9466865969, | |
| "r":0.9533366784, | |
| "f":0.95 | |
| }, | |
| "conj":{ | |
| "p":0.7567333828, | |
| "r":0.7710221551, | |
| "f":0.763810949 | |
| }, | |
| "nsubjpass":{ | |
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| "f":0.9173511294 | |
| }, | |
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| }, | |
| "dobj":{ | |
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| }, | |
| "nummod":{ | |
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| }, | |
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| "f":0.7331118494 | |
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| "prt":{ | |
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| "f":0.8469781397 | |
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| "pcomp":{ | |
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| "f":0.8748231966 | |
| }, | |
| "expl":{ | |
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| }, | |
| "acl":{ | |
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| }, | |
| "agent":{ | |
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| }, | |
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| "r":0.6972477064, | |
| "f":0.7450980392 | |
| }, | |
| "acomp":{ | |
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| "f":0.8979498861 | |
| }, | |
| "dep":{ | |
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| "csubj":{ | |
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| "appos":{ | |
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| } | |
| }, | |
| "ents_p":0.8454836771, | |
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| "ents_f":0.8455683525, | |
| "ents_per_type":{ | |
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| "ORDINAL":{ | |
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| "QUANTITY":{ | |
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| }, | |
| "LOC":{ | |
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| "FAC":{ | |
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| "TIME":{ | |
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| }, | |
| "WORK_OF_ART":{ | |
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| }, | |
| "EVENT":{ | |
| "p":0.6428571429, | |
| "r":0.3103448276, | |
| "f":0.4186046512 | |
| }, | |
| "MONEY":{ | |
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| "r":0.8996458087, | |
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| }, | |
| "LAW":{ | |
| "p":0.5454545455, | |
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| }, | |
| "PERCENT":{ | |
| "p":0.9184, | |
| "r":0.8790199081, | |
| "f":0.8982785603 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.8, | |
| "r":0.625, | |
| "f":0.701754386 | |
| } | |
| }, | |
| "speed":8516.5316928954 | |
| }, | |
| "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":[ | |
| ] | |
| } |