| { | |
| "lang":"en", | |
| "name":"my_ner", | |
| "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":514157, | |
| "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" | |
| ], | |
| "ner_form":[ | |
| "DATE", | |
| "FORM", | |
| "PERSON", | |
| "QUANTITY", | |
| "SEX" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "tok2vec", | |
| "tagger", | |
| "parser", | |
| "attribute_ruler", | |
| "lemmatizer", | |
| "ner", | |
| "ner_form" | |
| ], | |
| "components":[ | |
| "tok2vec", | |
| "tagger", | |
| "parser", | |
| "senter", | |
| "attribute_ruler", | |
| "lemmatizer", | |
| "ner", | |
| "ner_form" | |
| ], | |
| "disabled":[ | |
| "senter" | |
| ], | |
| "performance":{ | |
| "token_acc":0.9986194413, | |
| "token_p":0.9956819193, | |
| "token_r":0.9957659295, | |
| "token_f":0.9957239226, | |
| "tag_acc":0.9734810915, | |
| "sents_p":0.9219292867, | |
| "sents_r":0.8927369879, | |
| "sents_f":0.907098331, | |
| "dep_uas":0.9208198801, | |
| "dep_las":0.9027174273, | |
| "dep_las_per_type":{ | |
| "prep":{ | |
| "p":0.8601948321, | |
| "r":0.8677670271, | |
| "f":0.8639643383 | |
| }, | |
| "det":{ | |
| "p":0.9792625789, | |
| "r":0.980021202, | |
| "f":0.9796417436 | |
| }, | |
| "pobj":{ | |
| "p":0.9637052664, | |
| "r":0.9686628706, | |
| "f":0.966177709 | |
| }, | |
| "nsubj":{ | |
| "p":0.9559814937, | |
| "r":0.9505366922, | |
| "f":0.9532513181 | |
| }, | |
| "aux":{ | |
| "p":0.9805627052, | |
| "r":0.9835306686, | |
| "f":0.9820444444 | |
| }, | |
| "advmod":{ | |
| "p":0.8575647625, | |
| "r":0.8550395423, | |
| "f":0.8563002907 | |
| }, | |
| "relcl":{ | |
| "p":0.7582954942, | |
| "r":0.7877358491, | |
| "f":0.7727353622 | |
| }, | |
| "root":{ | |
| "p":0.9225318526, | |
| "r":0.8931987598, | |
| "f":0.9076283684 | |
| }, | |
| "xcomp":{ | |
| "p":0.8885734564, | |
| "r":0.8987796123, | |
| "f":0.8936473947 | |
| }, | |
| "amod":{ | |
| "p":0.9205863192, | |
| "r":0.9155166829, | |
| "f":0.9180445022 | |
| }, | |
| "compound":{ | |
| "p":0.9182062387, | |
| "r":0.9327801292, | |
| "f":0.9254358096 | |
| }, | |
| "poss":{ | |
| "p":0.9745235707, | |
| "r":0.9778582931, | |
| "f":0.976188084 | |
| }, | |
| "ccomp":{ | |
| "p":0.779082774, | |
| "r":0.8511201629, | |
| "f":0.8135098306 | |
| }, | |
| "attr":{ | |
| "p":0.9063777596, | |
| "r":0.9322960471, | |
| "f":0.9191542289 | |
| }, | |
| "case":{ | |
| "p":0.9806835067, | |
| "r":0.990990991, | |
| "f":0.9858103062 | |
| }, | |
| "mark":{ | |
| "p":0.9073055774, | |
| "r":0.9181240064, | |
| "f":0.9126827341 | |
| }, | |
| "intj":{ | |
| "p":0.6783762685, | |
| "r":0.6366300366, | |
| "f":0.656840514 | |
| }, | |
| "advcl":{ | |
| "p":0.6740684022, | |
| "r":0.6650717703, | |
| "f":0.6695398656 | |
| }, | |
| "cc":{ | |
| "p":0.8397405094, | |
| "r":0.836024399, | |
| "f":0.8378783338 | |
| }, | |
| "neg":{ | |
| "p":0.9455272364, | |
| "r":0.9493226292, | |
| "f":0.9474211317 | |
| }, | |
| "conj":{ | |
| "p":0.7754289978, | |
| "r":0.7849949648, | |
| "f":0.7801826598 | |
| }, | |
| "nsubjpass":{ | |
| "p":0.9282744283, | |
| "r":0.9158974359, | |
| "f":0.9220443986 | |
| }, | |
| "auxpass":{ | |
| "p":0.9508709245, | |
| "r":0.9699316629, | |
| "f":0.9603067208 | |
| }, | |
| "dobj":{ | |
| "p":0.9274010192, | |
| "r":0.9426249104, | |
| "f":0.9349509959 | |
| }, | |
| "nummod":{ | |
| "p":0.9397865854, | |
| "r":0.9340909091, | |
| "f":0.9369300912 | |
| }, | |
| "npadvmod":{ | |
| "p":0.7832009081, | |
| "r":0.7353463588, | |
| "f":0.7585196043 | |
| }, | |
| "prt":{ | |
| "p":0.8146622735, | |
| "r":0.8862007168, | |
| "f":0.8489270386 | |
| }, | |
| "pcomp":{ | |
| "p":0.8859957776, | |
| "r":0.8816526611, | |
| "f":0.8838188838 | |
| }, | |
| "expl":{ | |
| "p":0.9808917197, | |
| "r":0.9892933619, | |
| "f":0.9850746269 | |
| }, | |
| "acl":{ | |
| "p":0.7584170112, | |
| "r":0.7004909984, | |
| "f":0.7283040272 | |
| }, | |
| "agent":{ | |
| "p":0.9045996593, | |
| "r":0.9516129032, | |
| "f":0.927510917 | |
| }, | |
| "dative":{ | |
| "p":0.7577319588, | |
| "r":0.6743119266, | |
| "f":0.713592233 | |
| }, | |
| "acomp":{ | |
| "p":0.9089655172, | |
| "r":0.8965986395, | |
| "f":0.902739726 | |
| }, | |
| "dep":{ | |
| "p":0.3837638376, | |
| "r":0.1688311688, | |
| "f":0.2344983089 | |
| }, | |
| "csubj":{ | |
| "p":0.7043010753, | |
| "r":0.775147929, | |
| "f":0.738028169 | |
| }, | |
| "quantmod":{ | |
| "p":0.8682101514, | |
| "r":0.7920389927, | |
| "f":0.8283772302 | |
| }, | |
| "nmod":{ | |
| "p":0.7549407115, | |
| "r":0.5819622182, | |
| "f":0.6572608396 | |
| }, | |
| "appos":{ | |
| "p":0.6977283264, | |
| "r":0.6529284165, | |
| "f":0.6745853877 | |
| }, | |
| "predet":{ | |
| "p":0.8467741935, | |
| "r":0.9012875536, | |
| "f":0.8731808732 | |
| }, | |
| "preconj":{ | |
| "p":0.5462962963, | |
| "r":0.6860465116, | |
| "f":0.6082474227 | |
| }, | |
| "oprd":{ | |
| "p":0.8321678322, | |
| "r":0.7104477612, | |
| "f":0.7665056361 | |
| }, | |
| "parataxis":{ | |
| "p":0.6071428571, | |
| "r":0.4793926247, | |
| "f":0.5357575758 | |
| }, | |
| "meta":{ | |
| "p":0.7428571429, | |
| "r":0.5, | |
| "f":0.5977011494 | |
| }, | |
| "csubjpass":{ | |
| "p":0.3846153846, | |
| "r":0.8333333333, | |
| "f":0.5263157895 | |
| } | |
| }, | |
| "ents_p":0.8516398746, | |
| "ents_r":0.8569711538, | |
| "ents_f":0.8542971968, | |
| "ents_per_type":{ | |
| "DATE":{ | |
| "p":0.8649149923, | |
| "r":0.8882539683, | |
| "f":0.8764291308 | |
| }, | |
| "GPE":{ | |
| "p":0.9244532803, | |
| "r":0.9079497908, | |
| "f":0.9161272164 | |
| }, | |
| "ORDINAL":{ | |
| "p":0.7805555556, | |
| "r":0.8726708075, | |
| "f":0.8240469208 | |
| }, | |
| "ORG":{ | |
| "p":0.8132576735, | |
| "r":0.8358960764, | |
| "f":0.824421493 | |
| }, | |
| "QUANTITY":{ | |
| "p":0.8066666667, | |
| "r":0.6648351648, | |
| "f":0.7289156627 | |
| }, | |
| "PERSON":{ | |
| "p":0.8767166042, | |
| "r":0.9167754569, | |
| "f":0.8962986599 | |
| }, | |
| "NORP":{ | |
| "p":0.9072164948, | |
| "r":0.9152, | |
| "f":0.9111907607 | |
| }, | |
| "FAC":{ | |
| "p":0.4028776978, | |
| "r":0.4307692308, | |
| "f":0.4163568773 | |
| }, | |
| "EVENT":{ | |
| "p":0.5181818182, | |
| "r":0.3275862069, | |
| "f":0.4014084507 | |
| }, | |
| "CARDINAL":{ | |
| "p":0.8147123894, | |
| "r":0.8757431629, | |
| "f":0.8441260745 | |
| }, | |
| "LOC":{ | |
| "p":0.6677852349, | |
| "r":0.6337579618, | |
| "f":0.6503267974 | |
| }, | |
| "TIME":{ | |
| "p":0.7257142857, | |
| "r":0.7426900585, | |
| "f":0.7341040462 | |
| }, | |
| "MONEY":{ | |
| "p":0.9160671463, | |
| "r":0.9020070838, | |
| "f":0.9089827484 | |
| }, | |
| "WORK_OF_ART":{ | |
| "p":0.4647887324, | |
| "r":0.3402061856, | |
| "f":0.3928571429 | |
| }, | |
| "LAW":{ | |
| "p":0.5740740741, | |
| "r":0.484375, | |
| "f":0.5254237288 | |
| }, | |
| "PERCENT":{ | |
| "p":0.9197431782, | |
| "r":0.8774885145, | |
| "f":0.8981191223 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.76, | |
| "r":0.59375, | |
| "f":0.6666666667 | |
| }, | |
| "PRODUCT":{ | |
| "p":0.5784313725, | |
| "r":0.2796208531, | |
| "f":0.3769968051 | |
| } | |
| }, | |
| "speed":8276.0958055731 | |
| }, | |
| "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":[ | |
| ] | |
| } |