| { | |
| "lang":"en", | |
| "name":"core_web_md", | |
| "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":20000, | |
| "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", | |
| "Father", | |
| "GPE", | |
| "LANGUAGE", | |
| "LAW", | |
| "LOC", | |
| "MONEY", | |
| "Mother", | |
| "NORP", | |
| "ORDINAL", | |
| "ORG", | |
| "PERCENT", | |
| "PERSON", | |
| "PRODUCT", | |
| "Partner", | |
| "Profession", | |
| "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":0.9732581964, | |
| "sents_p":0.9220717348, | |
| "sents_r":0.8937264991, | |
| "sents_f":0.9076778775, | |
| "dep_uas":0.9205112068, | |
| "dep_las":0.9022890411, | |
| "dep_las_per_type":{ | |
| "prep":{ | |
| "p":0.8600946728, | |
| "r":0.8686776703, | |
| "f":0.8643648651 | |
| }, | |
| "det":{ | |
| "p":0.9784954995, | |
| "r":0.9795726984, | |
| "f":0.9790338026 | |
| }, | |
| "pobj":{ | |
| "p":0.9627663726, | |
| "r":0.9687021402, | |
| "f":0.9657251356 | |
| }, | |
| "nsubj":{ | |
| "p":0.9581267705, | |
| "r":0.9483461117, | |
| "f":0.9532113526 | |
| }, | |
| "aux":{ | |
| "p":0.9809024694, | |
| "r":0.9830855515, | |
| "f":0.9819927971 | |
| }, | |
| "advmod":{ | |
| "p":0.8600558423, | |
| "r":0.8552078075, | |
| "f":0.8576249736 | |
| }, | |
| "relcl":{ | |
| "p":0.7668209327, | |
| "r":0.7815674891, | |
| "f":0.7741239892 | |
| }, | |
| "root":{ | |
| "p":0.9203949608, | |
| "r":0.8916155419, | |
| "f":0.9057767055 | |
| }, | |
| "xcomp":{ | |
| "p":0.8884574656, | |
| "r":0.9034458004, | |
| "f":0.8958889482 | |
| }, | |
| "amod":{ | |
| "p":0.919493737, | |
| "r":0.9131195335, | |
| "f":0.9162955498 | |
| }, | |
| "compound":{ | |
| "p":0.9178322637, | |
| "r":0.9318890622, | |
| "f":0.9248072512 | |
| }, | |
| "poss":{ | |
| "p":0.9740755627, | |
| "r":0.9756441224, | |
| "f":0.9748592116 | |
| }, | |
| "ccomp":{ | |
| "p":0.7796324081, | |
| "r":0.8466395112, | |
| "f":0.8117555165 | |
| }, | |
| "attr":{ | |
| "p":0.9070904645, | |
| "r":0.9360807401, | |
| "f":0.9213576159 | |
| }, | |
| "case":{ | |
| "p":0.980188212, | |
| "r":0.9904904905, | |
| "f":0.9853124222 | |
| }, | |
| "mark":{ | |
| "p":0.9064065384, | |
| "r":0.9109697933, | |
| "f":0.9086824369 | |
| }, | |
| "intj":{ | |
| "p":0.6742364918, | |
| "r":0.6307692308, | |
| "f":0.6517789553 | |
| }, | |
| "advcl":{ | |
| "p":0.6793032787, | |
| "r":0.6678418534, | |
| "f":0.6735238095 | |
| }, | |
| "cc":{ | |
| "p":0.8407122233, | |
| "r":0.8357851932, | |
| "f":0.8382414682 | |
| }, | |
| "neg":{ | |
| "p":0.9431988042, | |
| "r":0.9498243853, | |
| "f":0.9465 | |
| }, | |
| "conj":{ | |
| "p":0.7720826076, | |
| "r":0.7812185297, | |
| "f":0.7766237017 | |
| }, | |
| "nsubjpass":{ | |
| "p":0.9211997966, | |
| "r":0.9292307692, | |
| "f":0.9251978555 | |
| }, | |
| "auxpass":{ | |
| "p":0.9465311533, | |
| "r":0.9758542141, | |
| "f":0.9609690444 | |
| }, | |
| "dobj":{ | |
| "p":0.9266134085, | |
| "r":0.9427842856, | |
| "f":0.9346289055 | |
| }, | |
| "nummod":{ | |
| "p":0.9384693618, | |
| "r":0.9320707071, | |
| "f":0.9352590903 | |
| }, | |
| "npadvmod":{ | |
| "p":0.7770219199, | |
| "r":0.7303730018, | |
| "f":0.7529756455 | |
| }, | |
| "prt":{ | |
| "p":0.8134206219, | |
| "r":0.8906810036, | |
| "f":0.8502994012 | |
| }, | |
| "pcomp":{ | |
| "p":0.8900785153, | |
| "r":0.8732492997, | |
| "f":0.8815835984 | |
| }, | |
| "expl":{ | |
| "p":0.9809725159, | |
| "r":0.9935760171, | |
| "f":0.9872340426 | |
| }, | |
| "acl":{ | |
| "p":0.7492762015, | |
| "r":0.7059465357, | |
| "f":0.7269662921 | |
| }, | |
| "agent":{ | |
| "p":0.8900169205, | |
| "r":0.9426523297, | |
| "f":0.9155787641 | |
| }, | |
| "dative":{ | |
| "p":0.8016085791, | |
| "r":0.6857798165, | |
| "f":0.739184178 | |
| }, | |
| "acomp":{ | |
| "p":0.9135460009, | |
| "r":0.8961451247, | |
| "f":0.9047619048 | |
| }, | |
| "dep":{ | |
| "p":0.3758389262, | |
| "r":0.1818181818, | |
| "f":0.2450765864 | |
| }, | |
| "csubj":{ | |
| "p":0.7878787879, | |
| "r":0.7692307692, | |
| "f":0.7784431138 | |
| }, | |
| "quantmod":{ | |
| "p":0.8629893238, | |
| "r":0.7879772543, | |
| "f":0.8237791932 | |
| }, | |
| "nmod":{ | |
| "p":0.7400150716, | |
| "r":0.5984156002, | |
| "f":0.6617250674 | |
| }, | |
| "appos":{ | |
| "p":0.702283105, | |
| "r":0.6672451193, | |
| "f":0.6843159066 | |
| }, | |
| "predet":{ | |
| "p":0.84, | |
| "r":0.9012875536, | |
| "f":0.8695652174 | |
| }, | |
| "preconj":{ | |
| "p":0.3617021277, | |
| "r":0.5930232558, | |
| "f":0.449339207 | |
| }, | |
| "oprd":{ | |
| "p":0.8333333333, | |
| "r":0.7462686567, | |
| "f":0.7874015748 | |
| }, | |
| "parataxis":{ | |
| "p":0.6051948052, | |
| "r":0.5054229935, | |
| "f":0.5508274232 | |
| }, | |
| "meta":{ | |
| "p":0.78125, | |
| "r":0.4807692308, | |
| "f":0.5952380952 | |
| }, | |
| "csubjpass":{ | |
| "p":0.5555555556, | |
| "r":0.8333333333, | |
| "f":0.6666666667 | |
| } | |
| }, | |
| "ents_p":0.8494302632, | |
| "ents_r":0.8549178686, | |
| "ents_f":0.8521652315, | |
| "ents_per_type":{ | |
| "DATE":{ | |
| "p":0.8584701146, | |
| "r":0.88, | |
| "f":0.8691017401 | |
| }, | |
| "GPE":{ | |
| "p":0.9209341587, | |
| "r":0.9129707113, | |
| "f":0.916935145 | |
| }, | |
| "ORDINAL":{ | |
| "p":0.7768595041, | |
| "r":0.8757763975, | |
| "f":0.8233576642 | |
| }, | |
| "ORG":{ | |
| "p":0.8124188101, | |
| "r":0.8290031813, | |
| "f":0.8206272143 | |
| }, | |
| "QUANTITY":{ | |
| "p":0.8053691275, | |
| "r":0.6593406593, | |
| "f":0.7250755287 | |
| }, | |
| "CARDINAL":{ | |
| "p":0.8215281651, | |
| "r":0.8757431629, | |
| "f":0.8477697842 | |
| }, | |
| "FAC":{ | |
| "p":0.425, | |
| "r":0.3923076923, | |
| "f":0.408 | |
| }, | |
| "PERSON":{ | |
| "p":0.8683001531, | |
| "r":0.9252610966, | |
| "f":0.8958761258 | |
| }, | |
| "NORP":{ | |
| "p":0.8922716628, | |
| "r":0.9144, | |
| "f":0.9032003161 | |
| }, | |
| "LOC":{ | |
| "p":0.7168458781, | |
| "r":0.6369426752, | |
| "f":0.6745362563 | |
| }, | |
| "TIME":{ | |
| "p":0.7065527066, | |
| "r":0.7251461988, | |
| "f":0.7157287157 | |
| }, | |
| "MONEY":{ | |
| "p":0.9112709832, | |
| "r":0.8972845336, | |
| "f":0.9042236764 | |
| }, | |
| "WORK_OF_ART":{ | |
| "p":0.4113475177, | |
| "r":0.2989690722, | |
| "f":0.3462686567 | |
| }, | |
| "EVENT":{ | |
| "p":0.6024096386, | |
| "r":0.2873563218, | |
| "f":0.3891050584 | |
| }, | |
| "LAW":{ | |
| "p":0.5737704918, | |
| "r":0.546875, | |
| "f":0.56 | |
| }, | |
| "PERCENT":{ | |
| "p":0.9020537125, | |
| "r":0.8744257274, | |
| "f":0.8880248834 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.7083333333, | |
| "r":0.53125, | |
| "f":0.6071428571 | |
| }, | |
| "PRODUCT":{ | |
| "p":0.6363636364, | |
| "r":0.2654028436, | |
| "f":0.3745819398 | |
| } | |
| }, | |
| "speed":7442.7139509686 | |
| }, | |
| "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":[ | |
| ] | |
| } |