| { |
| "lang":"en", |
| "name":"core_web_lg", |
| "version":"3.4.1", |
| "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":">=3.4.0,<3.5.0", |
| "spacy_git_version":"2b5f955c2", |
| "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":0.9993092439, |
| "token_p":0.9956819193, |
| "token_r":0.9957659295, |
| "token_f":0.9957239226, |
| "tag_acc":0.9734404547, |
| "sents_p":0.9179347826, |
| "sents_r":0.8913516723, |
| "sents_f":0.90444794, |
| "dep_uas":0.9204363007, |
| "dep_las":0.9023174614, |
| "dep_las_per_type":{ |
| "prep":{ |
| "p":0.8597877625, |
| "r":0.8669322709, |
| "f":0.8633452361 |
| }, |
| "det":{ |
| "p":0.9797074284, |
| "r":0.9803066134, |
| "f":0.9800069293 |
| }, |
| "pobj":{ |
| "p":0.963921354, |
| "r":0.9683879835, |
| "f":0.9661495063 |
| }, |
| "nsubj":{ |
| "p":0.9573359244, |
| "r":0.94966046, |
| "f":0.9534827457 |
| }, |
| "aux":{ |
| "p":0.981595092, |
| "r":0.9828184813, |
| "f":0.9822064057 |
| }, |
| "advmod":{ |
| "p":0.8567202029, |
| "r":0.8526838297, |
| "f":0.8546972508 |
| }, |
| "relcl":{ |
| "p":0.7682926829, |
| "r":0.7772133527, |
| "f":0.7727272727 |
| }, |
| "root":{ |
| "p":0.9196058444, |
| "r":0.8926710205, |
| "f":0.9059382741 |
| }, |
| "xcomp":{ |
| "p":0.8853797019, |
| "r":0.8955491744, |
| "f":0.8904354033 |
| }, |
| "amod":{ |
| "p":0.9199114468, |
| "r":0.9153223194, |
| "f":0.9176111454 |
| }, |
| "compound":{ |
| "p":0.9198242724, |
| "r":0.9328358209, |
| "f":0.9262843555 |
| }, |
| "poss":{ |
| "p":0.9735205617, |
| "r":0.9768518519, |
| "f":0.9751833618 |
| }, |
| "ccomp":{ |
| "p":0.7757201646, |
| "r":0.8446028513, |
| "f":0.8086973479 |
| }, |
| "attr":{ |
| "p":0.9064542484, |
| "r":0.93313709, |
| "f":0.919602155 |
| }, |
| "case":{ |
| "p":0.9797330697, |
| "r":0.991991992, |
| "f":0.9858244218 |
| }, |
| "mark":{ |
| "p":0.9015625, |
| "r":0.9173290938, |
| "f":0.9093774626 |
| }, |
| "intj":{ |
| "p":0.680533752, |
| "r":0.6351648352, |
| "f":0.6570670709 |
| }, |
| "advcl":{ |
| "p":0.6686002522, |
| "r":0.6675900277, |
| "f":0.6680947581 |
| }, |
| "cc":{ |
| "p":0.8381204182, |
| "r":0.8341107523, |
| "f":0.8361107781 |
| }, |
| "neg":{ |
| "p":0.9451371571, |
| "r":0.9508278976, |
| "f":0.947973987 |
| }, |
| "conj":{ |
| "p":0.7760468594, |
| "r":0.7838620342, |
| "f":0.7799348697 |
| }, |
| "nsubjpass":{ |
| "p":0.9234693878, |
| "r":0.9282051282, |
| "f":0.925831202 |
| }, |
| "auxpass":{ |
| "p":0.9468791501, |
| "r":0.9744874715, |
| "f":0.9604849573 |
| }, |
| "dobj":{ |
| "p":0.9278213166, |
| "r":0.9434217866, |
| "f":0.9355565214 |
| }, |
| "nummod":{ |
| "p":0.9377224199, |
| "r":0.9315656566, |
| "f":0.9346338992 |
| }, |
| "npadvmod":{ |
| "p":0.7837218189, |
| "r":0.7285968028, |
| "f":0.7551546392 |
| }, |
| "prt":{ |
| "p":0.8103025348, |
| "r":0.8879928315, |
| "f":0.8473706712 |
| }, |
| "pcomp":{ |
| "p":0.8873937677, |
| "r":0.8774509804, |
| "f":0.8823943662 |
| }, |
| "expl":{ |
| "p":0.9809725159, |
| "r":0.9935760171, |
| "f":0.9872340426 |
| }, |
| "acl":{ |
| "p":0.7534883721, |
| "r":0.7070376432, |
| "f":0.7295243456 |
| }, |
| "agent":{ |
| "p":0.9042735043, |
| "r":0.9480286738, |
| "f":0.9256342957 |
| }, |
| "dative":{ |
| "p":0.7725, |
| "r":0.7087155963, |
| "f":0.7392344498 |
| }, |
| "acomp":{ |
| "p":0.9080091533, |
| "r":0.8997732426, |
| "f":0.9038724374 |
| }, |
| "dep":{ |
| "p":0.3263473054, |
| "r":0.1769480519, |
| "f":0.2294736842 |
| }, |
| "csubj":{ |
| "p":0.7045454545, |
| "r":0.7337278107, |
| "f":0.7188405797 |
| }, |
| "quantmod":{ |
| "p":0.8531468531, |
| "r":0.7928513404, |
| "f":0.8218947368 |
| }, |
| "nmod":{ |
| "p":0.7539432177, |
| "r":0.5825716027, |
| "f":0.6572705397 |
| }, |
| "appos":{ |
| "p":0.6997270246, |
| "r":0.6672451193, |
| "f":0.6831001555 |
| }, |
| "predet":{ |
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| "r":0.8927038627, |
| "f":0.8721174004 |
| }, |
| "preconj":{ |
| "p":0.5684210526, |
| "r":0.6279069767, |
| "f":0.5966850829 |
| }, |
| "oprd":{ |
| "p":0.8322368421, |
| "r":0.7552238806, |
| "f":0.7918622848 |
| }, |
| "parataxis":{ |
| "p":0.6323119777, |
| "r":0.4924078091, |
| "f":0.5536585366 |
| }, |
| "meta":{ |
| "p":0.8461538462, |
| "r":0.4230769231, |
| "f":0.5641025641 |
| }, |
| "csubjpass":{ |
| "p":0.4285714286, |
| "r":0.5, |
| "f":0.4615384615 |
| } |
| }, |
| "ents_p":0.8535469108, |
| "ents_r":0.8592748397, |
| "ents_f":0.8564012977, |
| "ents_per_type":{ |
| "DATE":{ |
| "p":0.8657320872, |
| "r":0.8822222222, |
| "f":0.8738993711 |
| }, |
| "GPE":{ |
| "p":0.926199262, |
| "r":0.910181311, |
| "f":0.9181204277 |
| }, |
| "ORDINAL":{ |
| "p":0.7826086957, |
| "r":0.8385093168, |
| "f":0.8095952024 |
| }, |
| "LOC":{ |
| "p":0.6990291262, |
| "r":0.6878980892, |
| "f":0.6934189406 |
| }, |
| "ORG":{ |
| "p":0.8197402597, |
| "r":0.8366914104, |
| "f":0.8281291 |
| }, |
| "QUANTITY":{ |
| "p":0.7866666667, |
| "r":0.6483516484, |
| "f":0.7108433735 |
| }, |
| "CARDINAL":{ |
| "p":0.8249158249, |
| "r":0.8739595719, |
| "f":0.8487297921 |
| }, |
| "PERSON":{ |
| "p":0.8759975445, |
| "r":0.931462141, |
| "f":0.9028788358 |
| }, |
| "NORP":{ |
| "p":0.921837228, |
| "r":0.9152, |
| "f":0.9185066238 |
| }, |
| "FAC":{ |
| "p":0.3958333333, |
| "r":0.4384615385, |
| "f":0.4160583942 |
| }, |
| "TIME":{ |
| "p":0.6994382022, |
| "r":0.7280701754, |
| "f":0.7134670487 |
| }, |
| "WORK_OF_ART":{ |
| "p":0.4285714286, |
| "r":0.3556701031, |
| "f":0.3887323944 |
| }, |
| "MONEY":{ |
| "p":0.9161676647, |
| "r":0.9031877214, |
| "f":0.9096313912 |
| }, |
| "EVENT":{ |
| "p":0.59, |
| "r":0.3390804598, |
| "f":0.4306569343 |
| }, |
| "LAW":{ |
| "p":0.5846153846, |
| "r":0.59375, |
| "f":0.5891472868 |
| }, |
| "PERCENT":{ |
| "p":0.9175911252, |
| "r":0.886676876, |
| "f":0.9018691589 |
| }, |
| "PRODUCT":{ |
| "p":0.4482758621, |
| "r":0.2464454976, |
| "f":0.3180428135 |
| }, |
| "LANGUAGE":{ |
| "p":0.7692307692, |
| "r":0.625, |
| "f":0.6896551724 |
| } |
| }, |
| "speed":9221.3523549505 |
| }, |
| "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":[ |
|
|
| ] |
| } |
