| { | |
| "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":{ | |
| "p":0.8524590164, | |
| "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":[ | |
| ] | |
| } |