| { | |
| "lang":"en", | |
| "name":"core_web_md", | |
| "version":"3.4.0", | |
| "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":">=3.4.0,<3.5.0", | |
| "spacy_git_version":"dd038b536", | |
| "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", | |
| "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":0.9993092439, | |
| "token_p":0.9956819193, | |
| "token_r":0.9957659295, | |
| "token_f":0.9957239226, | |
| "tag_acc":0.9727809676, | |
| "sents_p":0.9227998641, | |
| "sents_r":0.8957714889, | |
| "sents_f":0.9090848229, | |
| "dep_uas":0.9208996725, | |
| "dep_las":0.9025794107, | |
| "dep_las_per_type":{ | |
| "prep":{ | |
| "p":0.8615940393, | |
| "r":0.8687535572, | |
| "f":0.8651589866 | |
| }, | |
| "det":{ | |
| "p":0.9788101059, | |
| "r":0.9793688331, | |
| "f":0.9790893898 | |
| }, | |
| "pobj":{ | |
| "p":0.9638667292, | |
| "r":0.9679167485, | |
| "f":0.9658874934 | |
| }, | |
| "nsubj":{ | |
| "p":0.9573857364, | |
| "r":0.9498357065, | |
| "f":0.9535957774 | |
| }, | |
| "aux":{ | |
| "p":0.9798669623, | |
| "r":0.9835306686, | |
| "f":0.9816953972 | |
| }, | |
| "advmod":{ | |
| "p":0.8569501812, | |
| "r":0.8552919401, | |
| "f":0.8561202577 | |
| }, | |
| "relcl":{ | |
| "p":0.776330076, | |
| "r":0.7783018868, | |
| "f":0.7773147309 | |
| }, | |
| "root":{ | |
| "p":0.9218431426, | |
| "r":0.8947819777, | |
| "f":0.9081110032 | |
| }, | |
| "xcomp":{ | |
| "p":0.8827247191, | |
| "r":0.9023689878, | |
| "f":0.8924387646 | |
| }, | |
| "amod":{ | |
| "p":0.9168349072, | |
| "r":0.9120829284, | |
| "f":0.9144527444 | |
| }, | |
| "compound":{ | |
| "p":0.9189753738, | |
| "r":0.9310536868, | |
| "f":0.9249751024 | |
| }, | |
| "poss":{ | |
| "p":0.972745491, | |
| "r":0.9770531401, | |
| "f":0.9748945571 | |
| }, | |
| "ccomp":{ | |
| "p":0.7827560241, | |
| "r":0.8468431772, | |
| "f":0.8135394248 | |
| }, | |
| "attr":{ | |
| "p":0.9095744681, | |
| "r":0.9348191758, | |
| "f":0.9220240564 | |
| }, | |
| "case":{ | |
| "p":0.9782501236, | |
| "r":0.9904904905, | |
| "f":0.9843322557 | |
| }, | |
| "mark":{ | |
| "p":0.9012023001, | |
| "r":0.9136195019, | |
| "f":0.9073684211 | |
| }, | |
| "intj":{ | |
| "p":0.6692975533, | |
| "r":0.6212454212, | |
| "f":0.6443768997 | |
| }, | |
| "advcl":{ | |
| "p":0.6774029926, | |
| "r":0.6726265424, | |
| "f":0.6750063179 | |
| }, | |
| "cc":{ | |
| "p":0.8407015858, | |
| "r":0.8369812223, | |
| "f":0.838837279 | |
| }, | |
| "neg":{ | |
| "p":0.9451097804, | |
| "r":0.9503261415, | |
| "f":0.9477107831 | |
| }, | |
| "conj":{ | |
| "p":0.7748971706, | |
| "r":0.7826032226, | |
| "f":0.778731133 | |
| }, | |
| "nsubjpass":{ | |
| "p":0.9196108551, | |
| "r":0.921025641, | |
| "f":0.9203177043 | |
| }, | |
| "auxpass":{ | |
| "p":0.9491525424, | |
| "r":0.969476082, | |
| "f":0.9592066712 | |
| }, | |
| "dobj":{ | |
| "p":0.9284929356, | |
| "r":0.9426249104, | |
| "f":0.9355055558 | |
| }, | |
| "nummod":{ | |
| "p":0.9416857652, | |
| "r":0.9338383838, | |
| "f":0.9377456574 | |
| }, | |
| "npadvmod":{ | |
| "p":0.7796163971, | |
| "r":0.7364120782, | |
| "f":0.7573986116 | |
| }, | |
| "prt":{ | |
| "p":0.8156606852, | |
| "r":0.8960573477, | |
| "f":0.853970965 | |
| }, | |
| "pcomp":{ | |
| "p":0.8794926004, | |
| "r":0.8739495798, | |
| "f":0.8767123288 | |
| }, | |
| "expl":{ | |
| "p":0.9809322034, | |
| "r":0.9914346895, | |
| "f":0.9861554846 | |
| }, | |
| "acl":{ | |
| "p":0.7488505747, | |
| "r":0.7108565194, | |
| "f":0.729359082 | |
| }, | |
| "agent":{ | |
| "p":0.889632107, | |
| "r":0.9534050179, | |
| "f":0.9204152249 | |
| }, | |
| "dative":{ | |
| "p":0.7918918919, | |
| "r":0.6720183486, | |
| "f":0.7270471464 | |
| }, | |
| "acomp":{ | |
| "p":0.9041970803, | |
| "r":0.8988662132, | |
| "f":0.9015237662 | |
| }, | |
| "dep":{ | |
| "p":0.3385093168, | |
| "r":0.1769480519, | |
| "f":0.2324093817 | |
| }, | |
| "csubj":{ | |
| "p":0.6983240223, | |
| "r":0.7396449704, | |
| "f":0.7183908046 | |
| }, | |
| "quantmod":{ | |
| "p":0.8521434821, | |
| "r":0.791226645, | |
| "f":0.8205560236 | |
| }, | |
| "nmod":{ | |
| "p":0.7608359133, | |
| "r":0.5990249848, | |
| "f":0.6703034436 | |
| }, | |
| "appos":{ | |
| "p":0.7089244851, | |
| "r":0.6720173536, | |
| "f":0.6899777283 | |
| }, | |
| "predet":{ | |
| "p":0.8380566802, | |
| "r":0.8884120172, | |
| "f":0.8625 | |
| }, | |
| "preconj":{ | |
| "p":0.5463917526, | |
| "r":0.6162790698, | |
| "f":0.5792349727 | |
| }, | |
| "oprd":{ | |
| "p":0.8697183099, | |
| "r":0.7373134328, | |
| "f":0.7980613893 | |
| }, | |
| "parataxis":{ | |
| "p":0.5855614973, | |
| "r":0.4750542299, | |
| "f":0.5245508982 | |
| }, | |
| "meta":{ | |
| "p":0.7714285714, | |
| "r":0.5192307692, | |
| "f":0.6206896552 | |
| }, | |
| "csubjpass":{ | |
| "p":0.4545454545, | |
| "r":0.8333333333, | |
| "f":0.5882352941 | |
| } | |
| }, | |
| "ents_p":0.8644910088, | |
| "ents_r":0.8450520833, | |
| "ents_f":0.8546610277, | |
| "ents_per_type":{ | |
| "DATE":{ | |
| "p":0.8751191611, | |
| "r":0.8742857143, | |
| "f":0.8747022392 | |
| }, | |
| "GPE":{ | |
| "p":0.9322571346, | |
| "r":0.9020920502, | |
| "f":0.9169265665 | |
| }, | |
| "ORDINAL":{ | |
| "p":0.7808988764, | |
| "r":0.8633540373, | |
| "f":0.8200589971 | |
| }, | |
| "FAC":{ | |
| "p":0.390625, | |
| "r":0.3846153846, | |
| "f":0.3875968992 | |
| }, | |
| "ORG":{ | |
| "p":0.8222987288, | |
| "r":0.8231707317, | |
| "f":0.8227344992 | |
| }, | |
| "QUANTITY":{ | |
| "p":0.8310810811, | |
| "r":0.6758241758, | |
| "f":0.7454545455 | |
| }, | |
| "CARDINAL":{ | |
| "p":0.8402818555, | |
| "r":0.8507728894, | |
| "f":0.8454948301 | |
| }, | |
| "PERSON":{ | |
| "p":0.8898495037, | |
| "r":0.9069843342, | |
| "f":0.898335219 | |
| }, | |
| "NORP":{ | |
| "p":0.902676399, | |
| "r":0.8904, | |
| "f":0.896496174 | |
| }, | |
| "LOC":{ | |
| "p":0.7042253521, | |
| "r":0.6369426752, | |
| "f":0.6688963211 | |
| }, | |
| "TIME":{ | |
| "p":0.7459807074, | |
| "r":0.6783625731, | |
| "f":0.7105666156 | |
| }, | |
| "WORK_OF_ART":{ | |
| "p":0.5303030303, | |
| "r":0.3608247423, | |
| "f":0.4294478528 | |
| }, | |
| "EVENT":{ | |
| "p":0.6593406593, | |
| "r":0.3448275862, | |
| "f":0.4528301887 | |
| }, | |
| "LAW":{ | |
| "p":0.6481481481, | |
| "r":0.546875, | |
| "f":0.593220339 | |
| }, | |
| "MONEY":{ | |
| "p":0.9265944645, | |
| "r":0.9090909091, | |
| "f":0.9177592372 | |
| }, | |
| "PERCENT":{ | |
| "p":0.9072, | |
| "r":0.8683001531, | |
| "f":0.8873239437 | |
| }, | |
| "PRODUCT":{ | |
| "p":0.6506024096, | |
| "r":0.2559241706, | |
| "f":0.3673469388 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.76, | |
| "r":0.59375, | |
| "f":0.6666666667 | |
| } | |
| }, | |
| "speed":9753.3917239012 | |
| }, | |
| "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":[ | |
| ] | |
| } |