| { | |
| "lang":"zh", | |
| "name":"core_web_lg", | |
| "version":"3.1.0", | |
| "description":"Chinese pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler.", | |
| "author":"Explosion", | |
| "email":"[email protected]", | |
| "url":"https://explosion.ai", | |
| "license":"MIT", | |
| "spacy_version":">=3.1.0,<3.2.0", | |
| "spacy_git_version":"caba63b74", | |
| "vectors":{ | |
| "width":300, | |
| "vectors":500000, | |
| "keys":500000, | |
| "name":"zh_vectors" | |
| }, | |
| "labels":{ | |
| "tok2vec":[ | |
| ], | |
| "tagger":[ | |
| "AD", | |
| "AS", | |
| "BA", | |
| "CC", | |
| "CD", | |
| "CS", | |
| "DEC", | |
| "DEG", | |
| "DER", | |
| "DEV", | |
| "DT", | |
| "ETC", | |
| "FW", | |
| "IJ", | |
| "INF", | |
| "JJ", | |
| "LB", | |
| "LC", | |
| "M", | |
| "MSP", | |
| "NN", | |
| "NR", | |
| "NT", | |
| "OD", | |
| "ON", | |
| "P", | |
| "PN", | |
| "PU", | |
| "SB", | |
| "SP", | |
| "URL", | |
| "VA", | |
| "VC", | |
| "VE", | |
| "VV", | |
| "X" | |
| ], | |
| "parser":[ | |
| "ROOT", | |
| "acl", | |
| "advcl:loc", | |
| "advmod", | |
| "advmod:dvp", | |
| "advmod:loc", | |
| "advmod:rcomp", | |
| "amod", | |
| "amod:ordmod", | |
| "appos", | |
| "aux:asp", | |
| "aux:ba", | |
| "aux:modal", | |
| "aux:prtmod", | |
| "auxpass", | |
| "case", | |
| "cc", | |
| "ccomp", | |
| "compound:nn", | |
| "compound:vc", | |
| "conj", | |
| "cop", | |
| "dep", | |
| "det", | |
| "discourse", | |
| "dobj", | |
| "etc", | |
| "mark", | |
| "mark:clf", | |
| "name", | |
| "neg", | |
| "nmod", | |
| "nmod:assmod", | |
| "nmod:poss", | |
| "nmod:prep", | |
| "nmod:range", | |
| "nmod:tmod", | |
| "nmod:topic", | |
| "nsubj", | |
| "nsubj:xsubj", | |
| "nsubjpass", | |
| "nummod", | |
| "parataxis:prnmod", | |
| "punct", | |
| "xcomp" | |
| ], | |
| "senter":[ | |
| "I", | |
| "S" | |
| ], | |
| "attribute_ruler":[ | |
| ], | |
| "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", | |
| "ner" | |
| ], | |
| "components":[ | |
| "tok2vec", | |
| "tagger", | |
| "parser", | |
| "senter", | |
| "attribute_ruler", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| "senter" | |
| ], | |
| "performance":{ | |
| "token_acc":0.9788303388, | |
| "tag_acc":0.9037457747, | |
| "dep_uas":0.7069146954, | |
| "dep_las":0.6555390607, | |
| "ents_p":0.7358998362, | |
| "ents_r":0.6910989011, | |
| "ents_f":0.7127961011, | |
| "sents_p":0.7896445968, | |
| "sents_r":0.7286499084, | |
| "sents_f":0.7579220779, | |
| "speed":9733.8076235494, | |
| "dep_las_per_type":{ | |
| "dep":{ | |
| "p":0.4876810512, | |
| "r":0.3299989896, | |
| "f":0.3936362541 | |
| }, | |
| "case":{ | |
| "p":0.8168795974, | |
| "r":0.7674587779, | |
| "f":0.7913983872 | |
| }, | |
| "nmod:tmod":{ | |
| "p":0.7313237221, | |
| "r":0.7591836735, | |
| "f":0.7449933244 | |
| }, | |
| "nummod":{ | |
| "p":0.8191268191, | |
| "r":0.5249833444, | |
| "f":0.6398700771 | |
| }, | |
| "mark:clf":{ | |
| "p":0.9383017715, | |
| "r":0.572920552, | |
| "f":0.7114404817 | |
| }, | |
| "auxpass":{ | |
| "p":0.8817204301, | |
| "r":0.8864864865, | |
| "f":0.884097035 | |
| }, | |
| "nsubj":{ | |
| "p":0.7777050039, | |
| "r":0.7292715883, | |
| "f":0.7527099842 | |
| }, | |
| "acl":{ | |
| "p":0.7153127247, | |
| "r":0.5518580144, | |
| "f":0.623043206 | |
| }, | |
| "advmod":{ | |
| "p":0.8195641156, | |
| "r":0.7331670823, | |
| "f":0.7739619481 | |
| }, | |
| "mark":{ | |
| "p":0.7456996746, | |
| "r":0.7028921998, | |
| "f":0.7236634333 | |
| }, | |
| "xcomp":{ | |
| "p":0.7944444444, | |
| "r":0.6986970684, | |
| "f":0.7435008666 | |
| }, | |
| "nmod:assmod":{ | |
| "p":0.7745130406, | |
| "r":0.7301587302, | |
| "f":0.7516821532 | |
| }, | |
| "det":{ | |
| "p":0.8369132856, | |
| "r":0.6162858817, | |
| "f":0.709851552 | |
| }, | |
| "amod":{ | |
| "p":0.7794589638, | |
| "r":0.6677140613, | |
| "f":0.7192722657 | |
| }, | |
| "nmod:prep":{ | |
| "p":0.7016613644, | |
| "r":0.6004234725, | |
| "f":0.6471067645 | |
| }, | |
| "root":{ | |
| "p":0.7394862036, | |
| "r":0.6469119361, | |
| "f":0.6901083289 | |
| }, | |
| "aux:prtmod":{ | |
| "p":0.9246031746, | |
| "r":0.8321428571, | |
| "f":0.8759398496 | |
| }, | |
| "compound:nn":{ | |
| "p":0.7463895738, | |
| "r":0.7170896785, | |
| "f":0.7314463238 | |
| }, | |
| "dobj":{ | |
| "p":0.7939269334, | |
| "r":0.7435935417, | |
| "f":0.7679363622 | |
| }, | |
| "ccomp":{ | |
| "p":0.6330907698, | |
| "r":0.6426905132, | |
| "f":0.6378545244 | |
| }, | |
| "advmod:rcomp":{ | |
| "p":0.8229813665, | |
| "r":0.7340720222, | |
| "f":0.775988287 | |
| }, | |
| "nmod:topic":{ | |
| "p":0.3762886598, | |
| "r":0.237012987, | |
| "f":0.2908366534 | |
| }, | |
| "cop":{ | |
| "p":0.7518367347, | |
| "r":0.5926640927, | |
| "f":0.6628283555 | |
| }, | |
| "discourse":{ | |
| "p":0.5575139147, | |
| "r":0.4958745875, | |
| "f":0.5248908297 | |
| }, | |
| "neg":{ | |
| "p":0.8395802099, | |
| "r":0.6658739596, | |
| "f":0.7427055703 | |
| }, | |
| "aux:modal":{ | |
| "p":0.8475289169, | |
| "r":0.8335056877, | |
| "f":0.8404588113 | |
| }, | |
| "nmod":{ | |
| "p":0.7278688525, | |
| "r":0.6024423338, | |
| "f":0.6592427617 | |
| }, | |
| "aux:ba":{ | |
| "p":0.807486631, | |
| "r":0.8031914894, | |
| "f":0.8053333333 | |
| }, | |
| "advmod:loc":{ | |
| "p":0.6349206349, | |
| "r":0.4747774481, | |
| "f":0.5432937182 | |
| }, | |
| "aux:asp":{ | |
| "p":0.9013854931, | |
| "r":0.8819776715, | |
| "f":0.8915759774 | |
| }, | |
| "conj":{ | |
| "p":0.4869204402, | |
| "r":0.5102079395, | |
| "f":0.4982922551 | |
| }, | |
| "nsubjpass":{ | |
| "p":0.8048780488, | |
| "r":0.66, | |
| "f":0.7252747253 | |
| }, | |
| "compound:vc":{ | |
| "p":0.4647058824, | |
| "r":0.4093264249, | |
| "f":0.435261708 | |
| }, | |
| "advcl:loc":{ | |
| "p":0.5573770492, | |
| "r":0.4857142857, | |
| "f":0.5190839695 | |
| }, | |
| "cc":{ | |
| "p":0.7340425532, | |
| "r":0.6734693878, | |
| "f":0.7024525683 | |
| }, | |
| "advmod:dvp":{ | |
| "p":0.8320610687, | |
| "r":0.6770186335, | |
| "f":0.7465753425 | |
| }, | |
| "appos":{ | |
| "p":0.8740920097, | |
| "r":0.8298850575, | |
| "f":0.8514150943 | |
| }, | |
| "nmod:poss":{ | |
| "p":0.7341772152, | |
| "r":0.4296296296, | |
| "f":0.5420560748 | |
| }, | |
| "name":{ | |
| "p":0.6018518519, | |
| "r":0.4814814815, | |
| "f":0.5349794239 | |
| }, | |
| "nsubj:xsubj":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "nmod:range":{ | |
| "p":0.7035714286, | |
| "r":0.6610738255, | |
| "f":0.6816608997 | |
| }, | |
| "parataxis:prnmod":{ | |
| "p":0.5454545455, | |
| "r":0.1353383459, | |
| "f":0.2168674699 | |
| }, | |
| "amod:ordmod":{ | |
| "p":0.564516129, | |
| "r":0.546875, | |
| "f":0.5555555556 | |
| }, | |
| "erased":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "etc":{ | |
| "p":0.9069767442, | |
| "r":0.9285714286, | |
| "f":0.9176470588 | |
| } | |
| }, | |
| "ents_per_type":{ | |
| "DATE":{ | |
| "p":0.7675925926, | |
| "r":0.82160555, | |
| "f":0.7936811872 | |
| }, | |
| "GPE":{ | |
| "p":0.7719060524, | |
| "r":0.8352883675, | |
| "f":0.8023474178 | |
| }, | |
| "ORDINAL":{ | |
| "p":0.8388888889, | |
| "r":0.7947368421, | |
| "f":0.8162162162 | |
| }, | |
| "FAC":{ | |
| "p":0.5581395349, | |
| "r":0.3870967742, | |
| "f":0.4571428571 | |
| }, | |
| "ORG":{ | |
| "p":0.7028571429, | |
| "r":0.6552511416, | |
| "f":0.6782197716 | |
| }, | |
| "LOC":{ | |
| "p":0.5894039735, | |
| "r":0.4784946237, | |
| "f":0.528189911 | |
| }, | |
| "QUANTITY":{ | |
| "p":0.7889908257, | |
| "r":0.637037037, | |
| "f":0.7049180328 | |
| }, | |
| "WORK_OF_ART":{ | |
| "p":0.5, | |
| "r":0.2866666667, | |
| "f":0.3644067797 | |
| }, | |
| "CARDINAL":{ | |
| "p":0.614744352, | |
| "r":0.5211693548, | |
| "f":0.5641025641 | |
| }, | |
| "NORP":{ | |
| "p":0.6755952381, | |
| "r":0.4768907563, | |
| "f":0.5591133005 | |
| }, | |
| "TIME":{ | |
| "p":0.7365853659, | |
| "r":0.7330097087, | |
| "f":0.7347931873 | |
| }, | |
| "MONEY":{ | |
| "p":0.9322033898, | |
| "r":0.8148148148, | |
| "f":0.8695652174 | |
| }, | |
| "EVENT":{ | |
| "p":0.5681818182, | |
| "r":0.3676470588, | |
| "f":0.4464285714 | |
| }, | |
| "PERSON":{ | |
| "p":0.8077682686, | |
| "r":0.7905927835, | |
| "f":0.7990882449 | |
| }, | |
| "PERCENT":{ | |
| "p":0.7882352941, | |
| "r":0.8072289157, | |
| "f":0.7976190476 | |
| }, | |
| "PRODUCT":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "LAW":{ | |
| "p":0.3333333333, | |
| "r":0.1, | |
| "f":0.1538461538 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.5555555556, | |
| "r":0.5555555556, | |
| "f":0.5555555556 | |
| } | |
| } | |
| }, | |
| "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":"CoreNLP Universal Dependencies Converter", | |
| "url":"https://nlp.stanford.edu/software/stanford-dependencies.html", | |
| "author":"Stanford NLP Group", | |
| "license":"Citation provided for reference, no code packaged with model" | |
| }, | |
| { | |
| "name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", | |
| "url":"https://spacy.io", | |
| "license":"CC0", | |
| "author":"Explosion" | |
| } | |
| ], | |
| "requirements":[ | |
| "spacy-pkuseg>=0.0.27,<0.1.0" | |
| ] | |
| } |