| { | |
| "lang":"en", | |
| "name":"core_web_md", | |
| "version":"3.1.0", | |
| "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":">=3.1.0,<3.2.0", | |
| "spacy_git_version":"caba63b74", | |
| "vectors":{ | |
| "width":300, | |
| "vectors":20000, | |
| "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" | |
| ], | |
| "senter":[ | |
| "I", | |
| "S" | |
| ], | |
| "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":0.9993053983, | |
| "tag_acc":0.9727831973, | |
| "dep_uas":0.9186878782, | |
| "dep_las":0.9005160534, | |
| "ents_p":0.853733758, | |
| "ents_r":0.8456530449, | |
| "ents_f":0.8496741892, | |
| "sents_p":0.9049104721, | |
| "sents_r":0.8801372122, | |
| "sents_f":0.8923519379, | |
| "speed":9590.7931710533, | |
| "dep_las_per_type":{ | |
| "prep":{ | |
| "p":0.8555038992, | |
| "r":0.865793967, | |
| "f":0.8606181756 | |
| }, | |
| "det":{ | |
| "p":0.9787355385, | |
| "r":0.9796134714, | |
| "f":0.9791743082 | |
| }, | |
| "pobj":{ | |
| "p":0.9604187748, | |
| "r":0.9690555665, | |
| "f":0.9647178405 | |
| }, | |
| "nsubj":{ | |
| "p":0.9590076472, | |
| "r":0.9450164294, | |
| "f":0.9519606329 | |
| }, | |
| "aux":{ | |
| "p":0.9815061794, | |
| "r":0.9827294578, | |
| "f":0.9821174377 | |
| }, | |
| "advmod":{ | |
| "p":0.8544032299, | |
| "r":0.8546188794, | |
| "f":0.854511041 | |
| }, | |
| "relcl":{ | |
| "p":0.762561925, | |
| "r":0.7819303338, | |
| "f":0.7721246865 | |
| }, | |
| "root":{ | |
| "p":0.9166100774, | |
| "r":0.8904281285, | |
| "f":0.9033294295 | |
| }, | |
| "xcomp":{ | |
| "p":0.8850493653, | |
| "r":0.9009332376, | |
| "f":0.8929206688 | |
| }, | |
| "amod":{ | |
| "p":0.9191229098, | |
| "r":0.9151927438, | |
| "f":0.9171536164 | |
| }, | |
| "compound":{ | |
| "p":0.9215718695, | |
| "r":0.9312207619, | |
| "f":0.9263711911 | |
| }, | |
| "poss":{ | |
| "p":0.976056338, | |
| "r":0.9764492754, | |
| "f":0.9762527672 | |
| }, | |
| "ccomp":{ | |
| "p":0.7681402723, | |
| "r":0.8386965377, | |
| "f":0.8018693409 | |
| }, | |
| "attr":{ | |
| "p":0.9009700889, | |
| "r":0.9373423045, | |
| "f":0.9187963726 | |
| }, | |
| "case":{ | |
| "p":0.9787654321, | |
| "r":0.991991992, | |
| "f":0.9853343276 | |
| }, | |
| "mark":{ | |
| "p":0.9043708609, | |
| "r":0.9046104928, | |
| "f":0.904490661 | |
| }, | |
| "intj":{ | |
| "p":0.6716891356, | |
| "r":0.6205128205, | |
| "f":0.6450875857 | |
| }, | |
| "advcl":{ | |
| "p":0.668953252, | |
| "r":0.6630571644, | |
| "f":0.6659921588 | |
| }, | |
| "cc":{ | |
| "p":0.8354582632, | |
| "r":0.8307618706, | |
| "f":0.8331034483 | |
| }, | |
| "neg":{ | |
| "p":0.9481296758, | |
| "r":0.9538384345, | |
| "f":0.9509754877 | |
| }, | |
| "conj":{ | |
| "p":0.763488544, | |
| "r":0.7802114804, | |
| "f":0.7717594322 | |
| }, | |
| "nsubjpass":{ | |
| "p":0.923991727, | |
| "r":0.9164102564, | |
| "f":0.9201853759 | |
| }, | |
| "auxpass":{ | |
| "p":0.9489342806, | |
| "r":0.9735763098, | |
| "f":0.961097369 | |
| }, | |
| "dobj":{ | |
| "p":0.9222507588, | |
| "r":0.9442983505, | |
| "f":0.9331443421 | |
| }, | |
| "nummod":{ | |
| "p":0.9328073301, | |
| "r":0.9255050505, | |
| "f":0.9291418431 | |
| }, | |
| "npadvmod":{ | |
| "p":0.7844106464, | |
| "r":0.7328596803, | |
| "f":0.7577594123 | |
| }, | |
| "prt":{ | |
| "p":0.816072908, | |
| "r":0.8826164875, | |
| "f":0.8480413259 | |
| }, | |
| "pcomp":{ | |
| "p":0.8836720392, | |
| "r":0.8830532213, | |
| "f":0.8833625219 | |
| }, | |
| "expl":{ | |
| "p":0.9809322034, | |
| "r":0.9914346895, | |
| "f":0.9861554846 | |
| }, | |
| "acl":{ | |
| "p":0.7393586006, | |
| "r":0.6917621386, | |
| "f":0.7147688839 | |
| }, | |
| "agent":{ | |
| "p":0.9043478261, | |
| "r":0.9318996416, | |
| "f":0.9179170344 | |
| }, | |
| "dative":{ | |
| "p":0.7763496144, | |
| "r":0.6926605505, | |
| "f":0.7321212121 | |
| }, | |
| "acomp":{ | |
| "p":0.9131627057, | |
| "r":0.906122449, | |
| "f":0.9096289552 | |
| }, | |
| "dep":{ | |
| "p":0.3927125506, | |
| "r":0.1574675325, | |
| "f":0.224797219 | |
| }, | |
| "csubj":{ | |
| "p":0.6436781609, | |
| "r":0.6627218935, | |
| "f":0.6530612245 | |
| }, | |
| "quantmod":{ | |
| "p":0.8633093525, | |
| "r":0.7798537774, | |
| "f":0.8194622279 | |
| }, | |
| "nmod":{ | |
| "p":0.7863599014, | |
| "r":0.5831809872, | |
| "f":0.6696990903 | |
| }, | |
| "appos":{ | |
| "p":0.6757117438, | |
| "r":0.6590021692, | |
| "f":0.6672523611 | |
| }, | |
| "predet":{ | |
| "p":0.8582995951, | |
| "r":0.9098712446, | |
| "f":0.8833333333 | |
| }, | |
| "preconj":{ | |
| "p":0.5333333333, | |
| "r":0.6511627907, | |
| "f":0.5863874346 | |
| }, | |
| "oprd":{ | |
| "p":0.8266666667, | |
| "r":0.7402985075, | |
| "f":0.7811023622 | |
| }, | |
| "parataxis":{ | |
| "p":0.6164383562, | |
| "r":0.4880694143, | |
| "f":0.5447941889 | |
| }, | |
| "meta":{ | |
| "p":0.9047619048, | |
| "r":0.3653846154, | |
| "f":0.5205479452 | |
| }, | |
| "csubjpass":{ | |
| "p":0.625, | |
| "r":0.8333333333, | |
| "f":0.7142857143 | |
| } | |
| }, | |
| "ents_per_type":{ | |
| "DATE":{ | |
| "p":0.8675308252, | |
| "r":0.8711111111, | |
| "f":0.8693172818 | |
| }, | |
| "GPE":{ | |
| "p":0.9202037351, | |
| "r":0.9071129707, | |
| "f":0.9136114623 | |
| }, | |
| "ORDINAL":{ | |
| "p":0.7936962751, | |
| "r":0.8602484472, | |
| "f":0.825633383 | |
| }, | |
| "ORG":{ | |
| "p":0.8129760967, | |
| "r":0.8205196182, | |
| "f":0.8167304394 | |
| }, | |
| "QUANTITY":{ | |
| "p":0.8082191781, | |
| "r":0.6483516484, | |
| "f":0.7195121951 | |
| }, | |
| "LOC":{ | |
| "p":0.6907216495, | |
| "r":0.6401273885, | |
| "f":0.6644628099 | |
| }, | |
| "CARDINAL":{ | |
| "p":0.8169897377, | |
| "r":0.8519619501, | |
| "f":0.8341094296 | |
| }, | |
| "PERSON":{ | |
| "p":0.8785310734, | |
| "r":0.9135117493, | |
| "f":0.89568 | |
| }, | |
| "NORP":{ | |
| "p":0.9040322581, | |
| "r":0.8968, | |
| "f":0.9004016064 | |
| }, | |
| "PRODUCT":{ | |
| "p":0.6276595745, | |
| "r":0.2796208531, | |
| "f":0.3868852459 | |
| }, | |
| "FAC":{ | |
| "p":0.4297520661, | |
| "r":0.4, | |
| "f":0.4143426295 | |
| }, | |
| "MONEY":{ | |
| "p":0.9168674699, | |
| "r":0.8984651712, | |
| "f":0.9075730471 | |
| }, | |
| "TIME":{ | |
| "p":0.7267267267, | |
| "r":0.7076023392, | |
| "f":0.717037037 | |
| }, | |
| "WORK_OF_ART":{ | |
| "p":0.4122137405, | |
| "r":0.2783505155, | |
| "f":0.3323076923 | |
| }, | |
| "EVENT":{ | |
| "p":0.6162790698, | |
| "r":0.3045977011, | |
| "f":0.4076923077 | |
| }, | |
| "LAW":{ | |
| "p":0.4655172414, | |
| "r":0.421875, | |
| "f":0.4426229508 | |
| }, | |
| "PERCENT":{ | |
| "p":0.9189189189, | |
| "r":0.8851454824, | |
| "f":0.9017160686 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.7407407407, | |
| "r":0.625, | |
| "f":0.6779661017 | |
| } | |
| } | |
| }, | |
| "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":[ | |
| ] | |
| } |