| { | |
| "lang":"en", | |
| "name":"core_web_lg", | |
| "version":"3.0.0", | |
| "spacy_version":">=3.0.0,<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_git_version":"e7db07a0b", | |
| "vectors":{ | |
| "width":300, | |
| "vectors":684830, | |
| "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" | |
| ], | |
| "ner":[ | |
| "CARDINAL", | |
| "DATE", | |
| "EVENT", | |
| "FAC", | |
| "GPE", | |
| "LANGUAGE", | |
| "LAW", | |
| "LOC", | |
| "MONEY", | |
| "NORP", | |
| "ORDINAL", | |
| "ORG", | |
| "PERCENT", | |
| "PERSON", | |
| "PRODUCT", | |
| "QUANTITY", | |
| "TIME", | |
| "WORK_OF_ART" | |
| ], | |
| "attribute_ruler":[ | |
| ], | |
| "lemmatizer":[ | |
| ] | |
| }, | |
| "pipeline":[ | |
| "tok2vec", | |
| "tagger", | |
| "parser", | |
| "ner", | |
| "attribute_ruler", | |
| "lemmatizer" | |
| ], | |
| "components":[ | |
| "tok2vec", | |
| "tagger", | |
| "parser", | |
| "senter", | |
| "ner", | |
| "attribute_ruler", | |
| "lemmatizer" | |
| ], | |
| "disabled":[ | |
| "senter" | |
| ], | |
| "performance":{ | |
| "token_acc":0.9993053983, | |
| "tag_acc":0.9740185976, | |
| "dep_uas":0.9197766573, | |
| "dep_las":0.9019185362, | |
| "ents_p":0.8591058348, | |
| "ents_r":0.8516626603, | |
| "ents_f":0.8553680557, | |
| "sents_p":0.9015228426, | |
| "sents_r":0.8786859292, | |
| "sents_f":0.8899579074, | |
| "speed":9885.6828758987, | |
| "dep_las_per_type":{ | |
| "prep":{ | |
| "p":0.8577165591, | |
| "r":0.8671219882, | |
| "f":0.8623936301 | |
| }, | |
| "det":{ | |
| "p":0.9790087226, | |
| "r":0.97932806, | |
| "f":0.9791683653 | |
| }, | |
| "pobj":{ | |
| "p":0.9618052849, | |
| "r":0.969094836, | |
| "f":0.9654363007 | |
| }, | |
| "nsubj":{ | |
| "p":0.9587848641, | |
| "r":0.9458050383, | |
| "f":0.9522507223 | |
| }, | |
| "aux":{ | |
| "p":0.9828215398, | |
| "r":0.9829965281, | |
| "f":0.9829090262 | |
| }, | |
| "advmod":{ | |
| "p":0.8616517177, | |
| "r":0.8567221942, | |
| "f":0.8591798853 | |
| }, | |
| "relcl":{ | |
| "p":0.7751332149, | |
| "r":0.7917271408, | |
| "f":0.7833423084 | |
| }, | |
| "root":{ | |
| "p":0.9177228058, | |
| "r":0.8932647272, | |
| "f":0.9053286087 | |
| }, | |
| "xcomp":{ | |
| "p":0.8792982456, | |
| "r":0.8994974874, | |
| "f":0.8892831796 | |
| }, | |
| "amod":{ | |
| "p":0.9191978193, | |
| "r":0.9175898931, | |
| "f":0.9183931524 | |
| }, | |
| "compound":{ | |
| "p":0.9218242834, | |
| "r":0.933169971, | |
| "f":0.9274624305 | |
| }, | |
| "poss":{ | |
| "p":0.9758454106, | |
| "r":0.9758454106, | |
| "f":0.9758454106 | |
| }, | |
| "ccomp":{ | |
| "p":0.7737784409, | |
| "r":0.8450101833, | |
| "f":0.8078271028 | |
| }, | |
| "attr":{ | |
| "p":0.8953068592, | |
| "r":0.9386038688, | |
| "f":0.916444262 | |
| }, | |
| "case":{ | |
| "p":0.9802176063, | |
| "r":0.991991992, | |
| "f":0.9860696517 | |
| }, | |
| "mark":{ | |
| "p":0.9116154873, | |
| "r":0.9046104928, | |
| "f":0.9080994813 | |
| }, | |
| "intj":{ | |
| "p":0.6813532651, | |
| "r":0.6344322344, | |
| "f":0.6570561457 | |
| }, | |
| "advcl":{ | |
| "p":0.6717674063, | |
| "r":0.6633089902, | |
| "f":0.667511404 | |
| }, | |
| "cc":{ | |
| "p":0.8379418129, | |
| "r":0.8336323406, | |
| "f":0.8357815217 | |
| }, | |
| "neg":{ | |
| "p":0.9416749751, | |
| "r":0.9478173608, | |
| "f":0.944736184 | |
| }, | |
| "conj":{ | |
| "p":0.7686741077, | |
| "r":0.788897281, | |
| "f":0.7786544077 | |
| }, | |
| "nsubjpass":{ | |
| "p":0.9235602094, | |
| "r":0.9046153846, | |
| "f":0.9139896373 | |
| }, | |
| "auxpass":{ | |
| "p":0.9502688172, | |
| "r":0.9662870159, | |
| "f":0.9582109781 | |
| }, | |
| "dobj":{ | |
| "p":0.9221635884, | |
| "r":0.9469280421, | |
| "f":0.9343817574 | |
| }, | |
| "nummod":{ | |
| "p":0.9349428208, | |
| "r":0.929040404, | |
| "f":0.9319822673 | |
| }, | |
| "npadvmod":{ | |
| "p":0.7805249144, | |
| "r":0.7289520426, | |
| "f":0.7538574578 | |
| }, | |
| "prt":{ | |
| "p":0.8154224774, | |
| "r":0.8906810036, | |
| "f":0.851391863 | |
| }, | |
| "pcomp":{ | |
| "p":0.8742138365, | |
| "r":0.8760504202, | |
| "f":0.8751311647 | |
| }, | |
| "expl":{ | |
| "p":0.9808917197, | |
| "r":0.9892933619, | |
| "f":0.9850746269 | |
| }, | |
| "acl":{ | |
| "p":0.7588443396, | |
| "r":0.7021276596, | |
| "f":0.7293850949 | |
| }, | |
| "agent":{ | |
| "p":0.9008547009, | |
| "r":0.9444444444, | |
| "f":0.9221347332 | |
| }, | |
| "dative":{ | |
| "p":0.7544303797, | |
| "r":0.6834862385, | |
| "f":0.7172081829 | |
| }, | |
| "acomp":{ | |
| "p":0.9061650045, | |
| "r":0.9065759637, | |
| "f":0.9063704375 | |
| }, | |
| "dep":{ | |
| "p":0.4268292683, | |
| "r":0.1704545455, | |
| "f":0.2436194896 | |
| }, | |
| "csubj":{ | |
| "p":0.7058823529, | |
| "r":0.6390532544, | |
| "f":0.6708074534 | |
| }, | |
| "quantmod":{ | |
| "p":0.8618834081, | |
| "r":0.7806661251, | |
| "f":0.8192668372 | |
| }, | |
| "nmod":{ | |
| "p":0.7589498807, | |
| "r":0.5813528336, | |
| "f":0.6583850932 | |
| }, | |
| "appos":{ | |
| "p":0.6846846847, | |
| "r":0.6594360087, | |
| "f":0.6718232044 | |
| }, | |
| "predet":{ | |
| "p":0.8421052632, | |
| "r":0.8927038627, | |
| "f":0.8666666667 | |
| }, | |
| "preconj":{ | |
| "p":0.5368421053, | |
| "r":0.5930232558, | |
| "f":0.5635359116 | |
| }, | |
| "oprd":{ | |
| "p":0.8517241379, | |
| "r":0.7373134328, | |
| "f":0.7904 | |
| }, | |
| "parataxis":{ | |
| "p":0.6273972603, | |
| "r":0.4967462039, | |
| "f":0.5544794189 | |
| }, | |
| "meta":{ | |
| "p":0.8823529412, | |
| "r":0.2884615385, | |
| "f":0.4347826087 | |
| }, | |
| "csubjpass":{ | |
| "p":0.5714285714, | |
| "r":0.6666666667, | |
| "f":0.6153846154 | |
| } | |
| }, | |
| "ents_per_type":{ | |
| "DATE":{ | |
| "p":0.8664146188, | |
| "r":0.873015873, | |
| "f":0.8697027198 | |
| }, | |
| "GPE":{ | |
| "p":0.9197059655, | |
| "r":0.9073919107, | |
| "f":0.9135074417 | |
| }, | |
| "ORG":{ | |
| "p":0.8272416513, | |
| "r":0.8340402969, | |
| "f":0.8306270627 | |
| }, | |
| "QUANTITY":{ | |
| "p":0.7876712329, | |
| "r":0.6318681319, | |
| "f":0.7012195122 | |
| }, | |
| "LOC":{ | |
| "p":0.7311827957, | |
| "r":0.6496815287, | |
| "f":0.6880269815 | |
| }, | |
| "CARDINAL":{ | |
| "p":0.8254879449, | |
| "r":0.8549346017, | |
| "f":0.839953271 | |
| }, | |
| "PERSON":{ | |
| "p":0.871402327, | |
| "r":0.9288511749, | |
| "f":0.8992101106 | |
| }, | |
| "NORP":{ | |
| "p":0.9153094463, | |
| "r":0.8992, | |
| "f":0.9071832123 | |
| }, | |
| "ORDINAL":{ | |
| "p":0.7768361582, | |
| "r":0.8540372671, | |
| "f":0.8136094675 | |
| }, | |
| "FAC":{ | |
| "p":0.5591397849, | |
| "r":0.4, | |
| "f":0.466367713 | |
| }, | |
| "TIME":{ | |
| "p":0.7370030581, | |
| "r":0.7046783626, | |
| "f":0.7204783259 | |
| }, | |
| "WORK_OF_ART":{ | |
| "p":0.4634146341, | |
| "r":0.293814433, | |
| "f":0.3596214511 | |
| }, | |
| "EVENT":{ | |
| "p":0.59375, | |
| "r":0.3275862069, | |
| "f":0.4222222222 | |
| }, | |
| "LAW":{ | |
| "p":0.5510204082, | |
| "r":0.421875, | |
| "f":0.4778761062 | |
| }, | |
| "MONEY":{ | |
| "p":0.9120095125, | |
| "r":0.9055489965, | |
| "f":0.9087677725 | |
| }, | |
| "PERCENT":{ | |
| "p":0.9255150555, | |
| "r":0.8943338438, | |
| "f":0.9096573209 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.8181818182, | |
| "r":0.5625, | |
| "f":0.6666666667 | |
| }, | |
| "PRODUCT":{ | |
| "p":0.619047619, | |
| "r":0.2464454976, | |
| "f":0.3525423729 | |
| } | |
| } | |
| }, | |
| "sources":[ | |
| { | |
| "name":"OntoNotes 5", | |
| "url":"https://catalog.ldc.upenn.edu/LDC2013T19", | |
| "license":"commercial (licensed by Explosion)" | |
| } | |
| ], | |
| "requirements":[ | |
| ] | |
| } |