| { | |
| "lang":"en", | |
| "name":"core_web_md", | |
| "version":"3.3.0", | |
| "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":">=3.3.0.dev0,<3.4.0", | |
| "spacy_git_version":"849bef2de", | |
| "vectors":{ | |
| "width":300, | |
| "vectors":20000, | |
| "keys":684830, | |
| "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", | |
| "``" | |
| ], | |
| "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":0.9730543186, | |
| "sents_p":0.9196707931, | |
| "sents_r":0.891945379, | |
| "sents_f":0.9055959278, | |
| "dep_uas":0.9190946961, | |
| "dep_las":0.9007569337, | |
| "dep_las_per_type":{ | |
| "prep":{ | |
| "p":0.8560125989, | |
| "r":0.8662113451, | |
| "f":0.8610817743 | |
| }, | |
| "det":{ | |
| "p":0.9772801303, | |
| "r":0.978634918, | |
| "f":0.977957055 | |
| }, | |
| "pobj":{ | |
| "p":0.962675204, | |
| "r":0.9682701747, | |
| "f":0.9654645836 | |
| }, | |
| "nsubj":{ | |
| "p":0.9572204318, | |
| "r":0.9499233297, | |
| "f":0.9535579207 | |
| }, | |
| "aux":{ | |
| "p":0.9785175322, | |
| "r":0.9813050832, | |
| "f":0.9799093253 | |
| }, | |
| "advmod":{ | |
| "p":0.8565884933, | |
| "r":0.854282349, | |
| "f":0.8554338669 | |
| }, | |
| "relcl":{ | |
| "p":0.767698328, | |
| "r":0.7830188679, | |
| "f":0.7752829172 | |
| }, | |
| "root":{ | |
| "p":0.919640425, | |
| "r":0.890823933, | |
| "f":0.9050028482 | |
| }, | |
| "xcomp":{ | |
| "p":0.8803810868, | |
| "r":0.8955491744, | |
| "f":0.8879003559 | |
| }, | |
| "amod":{ | |
| "p":0.9190016943, | |
| "r":0.9137026239, | |
| "f":0.9163444982 | |
| }, | |
| "compound":{ | |
| "p":0.9179876706, | |
| "r":0.9288260192, | |
| "f":0.9233750415 | |
| }, | |
| "poss":{ | |
| "p":0.96996997, | |
| "r":0.9752415459, | |
| "f":0.9725986149 | |
| }, | |
| "ccomp":{ | |
| "p":0.7815332326, | |
| "r":0.8429735234, | |
| "f":0.8110915148 | |
| }, | |
| "attr":{ | |
| "p":0.9055374593, | |
| "r":0.9352396972, | |
| "f":0.920148945 | |
| }, | |
| "case":{ | |
| "p":0.9772502473, | |
| "r":0.988988989, | |
| "f":0.9830845771 | |
| }, | |
| "mark":{ | |
| "p":0.9047619048, | |
| "r":0.9112347642, | |
| "f":0.9079867987 | |
| }, | |
| "intj":{ | |
| "p":0.671630094, | |
| "r":0.6278388278, | |
| "f":0.6489965922 | |
| }, | |
| "advcl":{ | |
| "p":0.6692111959, | |
| "r":0.6623016872, | |
| "f":0.6657385141 | |
| }, | |
| "cc":{ | |
| "p":0.8336738373, | |
| "r":0.8296854443, | |
| "f":0.8316748591 | |
| }, | |
| "neg":{ | |
| "p":0.944027986, | |
| "r":0.9478173608, | |
| "f":0.9459188783 | |
| }, | |
| "conj":{ | |
| "p":0.7673786887, | |
| "r":0.7823514602, | |
| "f":0.7747927445 | |
| }, | |
| "nsubjpass":{ | |
| "p":0.9214175655, | |
| "r":0.92, | |
| "f":0.9207082371 | |
| }, | |
| "auxpass":{ | |
| "p":0.9504242966, | |
| "r":0.969476082, | |
| "f":0.9598556608 | |
| }, | |
| "dobj":{ | |
| "p":0.9276569005, | |
| "r":0.9411108455, | |
| "f":0.934335443 | |
| }, | |
| "nummod":{ | |
| "p":0.9344345616, | |
| "r":0.9285353535, | |
| "f":0.9314756175 | |
| }, | |
| "npadvmod":{ | |
| "p":0.7719101124, | |
| "r":0.7321492007, | |
| "f":0.7515041021 | |
| }, | |
| "prt":{ | |
| "p":0.8105436573, | |
| "r":0.8817204301, | |
| "f":0.8446351931 | |
| }, | |
| "pcomp":{ | |
| "p":0.8834399431, | |
| "r":0.8704481793, | |
| "f":0.8768959436 | |
| }, | |
| "expl":{ | |
| "p":0.978858351, | |
| "r":0.9914346895, | |
| "f":0.985106383 | |
| }, | |
| "acl":{ | |
| "p":0.7338709677, | |
| "r":0.695035461, | |
| "f":0.7139254693 | |
| }, | |
| "agent":{ | |
| "p":0.8931034483, | |
| "r":0.9283154122, | |
| "f":0.9103690685 | |
| }, | |
| "dative":{ | |
| "p":0.7809278351, | |
| "r":0.6949541284, | |
| "f":0.7354368932 | |
| }, | |
| "acomp":{ | |
| "p":0.9010440309, | |
| "r":0.9002267574, | |
| "f":0.9006352087 | |
| }, | |
| "dep":{ | |
| "p":0.4375, | |
| "r":0.1818181818, | |
| "f":0.2568807339 | |
| }, | |
| "csubj":{ | |
| "p":0.6994535519, | |
| "r":0.7573964497, | |
| "f":0.7272727273 | |
| }, | |
| "quantmod":{ | |
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| "r":0.775792039, | |
| "f":0.8144989339 | |
| }, | |
| "nmod":{ | |
| "p":0.7576923077, | |
| "r":0.6002437538, | |
| "f":0.6698401904 | |
| }, | |
| "appos":{ | |
| "p":0.7131675875, | |
| "r":0.6720173536, | |
| "f":0.6919812374 | |
| }, | |
| "predet":{ | |
| "p":0.8259109312, | |
| "r":0.8755364807, | |
| "f":0.85 | |
| }, | |
| "preconj":{ | |
| "p":0.5376344086, | |
| "r":0.5813953488, | |
| "f":0.5586592179 | |
| }, | |
| "oprd":{ | |
| "p":0.8384879725, | |
| "r":0.728358209, | |
| "f":0.7795527157 | |
| }, | |
| "parataxis":{ | |
| "p":0.627027027, | |
| "r":0.5032537961, | |
| "f":0.5583634176 | |
| }, | |
| "meta":{ | |
| "p":0.9047619048, | |
| "r":0.3653846154, | |
| "f":0.5205479452 | |
| }, | |
| "csubjpass":{ | |
| "p":0.625, | |
| "r":0.8333333333, | |
| "f":0.7142857143 | |
| } | |
| }, | |
| "ents_p":0.8511198946, | |
| "ents_r":0.8411458333, | |
| "ents_f":0.8461034709, | |
| "ents_per_type":{ | |
| "DATE":{ | |
| "p":0.8734459675, | |
| "r":0.8698412698, | |
| "f":0.8716398918 | |
| }, | |
| "GPE":{ | |
| "p":0.9166902805, | |
| "r":0.9023709902, | |
| "f":0.9094742761 | |
| }, | |
| "ORDINAL":{ | |
| "p":0.7703081232, | |
| "r":0.8540372671, | |
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| }, | |
| "ORG":{ | |
| "p":0.8110611273, | |
| "r":0.8125662778, | |
| "f":0.8118130049 | |
| }, | |
| "CARDINAL":{ | |
| "p":0.8257619321, | |
| "r":0.853745541, | |
| "f":0.839520608 | |
| }, | |
| "PERSON":{ | |
| "p":0.8546404425, | |
| "r":0.9076370757, | |
| "f":0.8803418803 | |
| }, | |
| "NORP":{ | |
| "p":0.9006410256, | |
| "r":0.8992, | |
| "f":0.8999199359 | |
| }, | |
| "LOC":{ | |
| "p":0.7007575758, | |
| "r":0.5891719745, | |
| "f":0.6401384083 | |
| }, | |
| "LAW":{ | |
| "p":0.5, | |
| "r":0.4375, | |
| "f":0.4666666667 | |
| }, | |
| "FAC":{ | |
| "p":0.4519230769, | |
| "r":0.3615384615, | |
| "f":0.4017094017 | |
| }, | |
| "TIME":{ | |
| "p":0.752293578, | |
| "r":0.7192982456, | |
| "f":0.735426009 | |
| }, | |
| "QUANTITY":{ | |
| "p":0.7867647059, | |
| "r":0.5879120879, | |
| "f":0.6729559748 | |
| }, | |
| "WORK_OF_ART":{ | |
| "p":0.5416666667, | |
| "r":0.3350515464, | |
| "f":0.4140127389 | |
| }, | |
| "MONEY":{ | |
| "p":0.9107142857, | |
| "r":0.9031877214, | |
| "f":0.9069353883 | |
| }, | |
| "EVENT":{ | |
| "p":0.5578947368, | |
| "r":0.3045977011, | |
| "f":0.3940520446 | |
| }, | |
| "PERCENT":{ | |
| "p":0.9216, | |
| "r":0.8820826953, | |
| "f":0.9014084507 | |
| }, | |
| "PRODUCT":{ | |
| "p":0.48, | |
| "r":0.2274881517, | |
| "f":0.308681672 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.8333333333, | |
| "r":0.625, | |
| "f":0.7142857143 | |
| } | |
| }, | |
| "speed":8543.7326288502 | |
| }, | |
| "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":"GloVe Common Crawl", | |
| "url":"https://nlp.stanford.edu/projects/glove/", | |
| "license":"Public Domain Dedication and License v1.0", | |
| "author":"Jeffrey Pennington, Richard Socher, and Christopher D. Manning" | |
| } | |
| ], | |
| "requirements":[ | |
| ] | |
| } |