| { | |
| "lang":"en", | |
| "name":"core_web_lg", | |
| "version":"3.3.0", | |
| "description":"English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer.", | |
| "author":"Explosion", | |
| "email":"[email protected]", | |
| "url":"https://explosion.ai", | |
| "license":"MIT", | |
| "spacy_version":">=3.3.0.dev0,<3.4.0", | |
| "spacy_git_version":"849bef2de", | |
| "vectors":{ | |
| "width":300, | |
| "vectors":342918, | |
| "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":0.9738145328, | |
| "sents_p":0.9177103185, | |
| "sents_r":0.8894386173, | |
| "sents_f":0.9033533215, | |
| "dep_uas":0.9188508811, | |
| "dep_las":0.9008477499, | |
| "dep_las_per_type":{ | |
| "prep":{ | |
| "p":0.8537864878, | |
| "r":0.8645418327, | |
| "f":0.8591305004 | |
| }, | |
| "det":{ | |
| "p":0.9790682522, | |
| "r":0.9802658403, | |
| "f":0.9796666802 | |
| }, | |
| "pobj":{ | |
| "p":0.9633579437, | |
| "r":0.9684272531, | |
| "f":0.965885947 | |
| }, | |
| "nsubj":{ | |
| "p":0.9564757243, | |
| "r":0.9502738226, | |
| "f":0.9533646873 | |
| }, | |
| "aux":{ | |
| "p":0.9809760868, | |
| "r":0.9823733642, | |
| "f":0.9816742283 | |
| }, | |
| "advmod":{ | |
| "p":0.8550492715, | |
| "r":0.8541140838, | |
| "f":0.8545814218 | |
| }, | |
| "relcl":{ | |
| "p":0.7709000356, | |
| "r":0.7862844702, | |
| "f":0.7785162565 | |
| }, | |
| "root":{ | |
| "p":0.9183576195, | |
| "r":0.889702487, | |
| "f":0.9038029821 | |
| }, | |
| "xcomp":{ | |
| "p":0.882620883, | |
| "r":0.9041636755, | |
| "f":0.8932624113 | |
| }, | |
| "amod":{ | |
| "p":0.9195970101, | |
| "r":0.9166180758, | |
| "f":0.9181051265 | |
| }, | |
| "compound":{ | |
| "p":0.9193539526, | |
| "r":0.9320004455, | |
| "f":0.9256340054 | |
| }, | |
| "poss":{ | |
| "p":0.9711422846, | |
| "r":0.9754428341, | |
| "f":0.9732878088 | |
| }, | |
| "ccomp":{ | |
| "p":0.7727868239, | |
| "r":0.8409368635, | |
| "f":0.8054228031 | |
| }, | |
| "attr":{ | |
| "p":0.8955042527, | |
| "r":0.9297729184, | |
| "f":0.912316897 | |
| }, | |
| "case":{ | |
| "p":0.9758144126, | |
| "r":0.9894894895, | |
| "f":0.9826043738 | |
| }, | |
| "mark":{ | |
| "p":0.9062829989, | |
| "r":0.9096449391, | |
| "f":0.9079608569 | |
| }, | |
| "intj":{ | |
| "p":0.6653322658, | |
| "r":0.6087912088, | |
| "f":0.635807192 | |
| }, | |
| "advcl":{ | |
| "p":0.6779661017, | |
| "r":0.6648199446, | |
| "f":0.6713286713 | |
| }, | |
| "cc":{ | |
| "p":0.8292624233, | |
| "r":0.824303313, | |
| "f":0.8267754319 | |
| }, | |
| "neg":{ | |
| "p":0.9393336648, | |
| "r":0.9478173608, | |
| "f":0.9435564436 | |
| }, | |
| "conj":{ | |
| "p":0.763665795, | |
| "r":0.7720292044, | |
| "f":0.7678247261 | |
| }, | |
| "nsubjpass":{ | |
| "p":0.9263266358, | |
| "r":0.9220512821, | |
| "f":0.9241840144 | |
| }, | |
| "auxpass":{ | |
| "p":0.9499329459, | |
| "r":0.9681093394, | |
| "f":0.9589350181 | |
| }, | |
| "dobj":{ | |
| "p":0.926432648, | |
| "r":0.9442983505, | |
| "f":0.9352801894 | |
| }, | |
| "nummod":{ | |
| "p":0.9362134689, | |
| "r":0.9303030303, | |
| "f":0.9332488917 | |
| }, | |
| "npadvmod":{ | |
| "p":0.7723030982, | |
| "r":0.734991119, | |
| "f":0.753185293 | |
| }, | |
| "prt":{ | |
| "p":0.8160066007, | |
| "r":0.8862007168, | |
| "f":0.8496563574 | |
| }, | |
| "pcomp":{ | |
| "p":0.8800841515, | |
| "r":0.8788515406, | |
| "f":0.8794674142 | |
| }, | |
| "expl":{ | |
| "p":0.9809322034, | |
| "r":0.9914346895, | |
| "f":0.9861554846 | |
| }, | |
| "acl":{ | |
| "p":0.7556456283, | |
| "r":0.7119476268, | |
| "f":0.7331460674 | |
| }, | |
| "agent":{ | |
| "p":0.8991452991, | |
| "r":0.9426523297, | |
| "f":0.9203849519 | |
| }, | |
| "dative":{ | |
| "p":0.810298103, | |
| "r":0.6857798165, | |
| "f":0.7428571429 | |
| }, | |
| "acomp":{ | |
| "p":0.9111721612, | |
| "r":0.9024943311, | |
| "f":0.9068124858 | |
| }, | |
| "dep":{ | |
| "p":0.3930131004, | |
| "r":0.1461038961, | |
| "f":0.2130177515 | |
| }, | |
| "csubj":{ | |
| "p":0.7068965517, | |
| "r":0.7278106509, | |
| "f":0.7172011662 | |
| }, | |
| "quantmod":{ | |
| "p":0.8746594005, | |
| "r":0.7822908205, | |
| "f":0.8259005146 | |
| }, | |
| "nmod":{ | |
| "p":0.7651217596, | |
| "r":0.5935405241, | |
| "f":0.6684969115 | |
| }, | |
| "appos":{ | |
| "p":0.6994459834, | |
| "r":0.6572668113, | |
| "f":0.6777007381 | |
| }, | |
| "predet":{ | |
| "p":0.8380566802, | |
| "r":0.8884120172, | |
| "f":0.8625 | |
| }, | |
| "preconj":{ | |
| "p":0.537037037, | |
| "r":0.6744186047, | |
| "f":0.5979381443 | |
| }, | |
| "oprd":{ | |
| "p":0.8477508651, | |
| "r":0.7313432836, | |
| "f":0.7852564103 | |
| }, | |
| "parataxis":{ | |
| "p":0.6187845304, | |
| "r":0.4859002169, | |
| "f":0.5443499392 | |
| }, | |
| "meta":{ | |
| "p":1.0, | |
| "r":0.3269230769, | |
| "f":0.4927536232 | |
| }, | |
| "csubjpass":{ | |
| "p":0.5555555556, | |
| "r":0.8333333333, | |
| "f":0.6666666667 | |
| } | |
| }, | |
| "ents_p":0.8602117695, | |
| "ents_r":0.8462540064, | |
| "ents_f":0.8531758053, | |
| "ents_per_type":{ | |
| "DATE":{ | |
| "p":0.872593068, | |
| "r":0.8631746032, | |
| "f":0.8678582828 | |
| }, | |
| "GPE":{ | |
| "p":0.9257256688, | |
| "r":0.9073919107, | |
| "f":0.916467108 | |
| }, | |
| "ORDINAL":{ | |
| "p":0.787965616, | |
| "r":0.8540372671, | |
| "f":0.8196721311 | |
| }, | |
| "ORG":{ | |
| "p":0.8203309693, | |
| "r":0.8279427359, | |
| "f":0.8241192769 | |
| }, | |
| "CARDINAL":{ | |
| "p":0.8304398148, | |
| "r":0.8531510107, | |
| "f":0.8416422287 | |
| }, | |
| "PERSON":{ | |
| "p":0.8953229399, | |
| "r":0.9184073107, | |
| "f":0.9067182214 | |
| }, | |
| "NORP":{ | |
| "p":0.8794048551, | |
| "r":0.8984, | |
| "f":0.8888009497 | |
| }, | |
| "LOC":{ | |
| "p":0.7147766323, | |
| "r":0.6624203822, | |
| "f":0.6876033058 | |
| }, | |
| "FAC":{ | |
| "p":0.3949579832, | |
| "r":0.3615384615, | |
| "f":0.3775100402 | |
| }, | |
| "TIME":{ | |
| "p":0.71875, | |
| "r":0.6725146199, | |
| "f":0.6948640483 | |
| }, | |
| "QUANTITY":{ | |
| "p":0.8014184397, | |
| "r":0.6208791209, | |
| "f":0.6996904025 | |
| }, | |
| "EVENT":{ | |
| "p":0.6354166667, | |
| "r":0.3505747126, | |
| "f":0.4518518519 | |
| }, | |
| "WORK_OF_ART":{ | |
| "p":0.5, | |
| "r":0.3092783505, | |
| "f":0.3821656051 | |
| }, | |
| "MONEY":{ | |
| "p":0.9039145907, | |
| "r":0.8996458087, | |
| "f":0.9017751479 | |
| }, | |
| "LAW":{ | |
| "p":0.6428571429, | |
| "r":0.421875, | |
| "f":0.5094339623 | |
| }, | |
| "PERCENT":{ | |
| "p":0.9187898089, | |
| "r":0.8836140888, | |
| "f":0.9008587041 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.75, | |
| "r":0.65625, | |
| "f":0.7 | |
| }, | |
| "PRODUCT":{ | |
| "p":0.6097560976, | |
| "r":0.2369668246, | |
| "f":0.3412969283 | |
| } | |
| }, | |
| "speed":7281.6726563626 | |
| }, | |
| "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":[ | |
| ] | |
| } |