| { |
| "lang":"en", |
| "name":"data_dev_spacy_lg_1", |
| "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" |
| ] |
| }, |
| "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":0.9734810915, |
| "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":[ |
|
|
| ] |
| } |
