| { | |
| "lang":"zh", | |
| "name":"core_web_lg", | |
| "version":"3.7.0", | |
| "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":">=3.7.0,<3.8.0", | |
| "spacy_git_version":"6b4f77441", | |
| "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", | |
| "_SP" | |
| ], | |
| "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" | |
| ], | |
| "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":0.9585384056, | |
| "token_p":0.9458325855, | |
| "token_r":0.9136060443, | |
| "token_f":0.9294400505, | |
| "tag_acc":0.9033086963, | |
| "sents_p":0.7805008945, | |
| "sents_r":0.7263192942, | |
| "sents_f":0.7524359748, | |
| "dep_uas":0.7085620979, | |
| "dep_las":0.6571012366, | |
| "dep_las_per_type":{ | |
| "dep":{ | |
| "p":0.4891335027, | |
| "r":0.3502071335, | |
| "f":0.4081728788 | |
| }, | |
| "case":{ | |
| "p":0.8134414832, | |
| "r":0.7660038797, | |
| "f":0.7890103028 | |
| }, | |
| "nmod:tmod":{ | |
| "p":0.7418918919, | |
| "r":0.7469387755, | |
| "f":0.7444067797 | |
| }, | |
| "nummod":{ | |
| "p":0.8213914849, | |
| "r":0.526982012, | |
| "f":0.6420454545 | |
| }, | |
| "mark:clf":{ | |
| "p":0.9363525092, | |
| "r":0.5706825811, | |
| "f":0.7091541136 | |
| }, | |
| "auxpass":{ | |
| "p":0.8756756757, | |
| "r":0.8756756757, | |
| "f":0.8756756757 | |
| }, | |
| "nsubj":{ | |
| "p":0.7823165107, | |
| "r":0.7292715883, | |
| "f":0.7548633185 | |
| }, | |
| "acl":{ | |
| "p":0.68, | |
| "r":0.5751525236, | |
| "f":0.6231971154 | |
| }, | |
| "advmod":{ | |
| "p":0.8240446871, | |
| "r":0.7357742009, | |
| "f":0.7774118211 | |
| }, | |
| "mark":{ | |
| "p":0.7440559441, | |
| "r":0.6993865031, | |
| "f":0.7210300429 | |
| }, | |
| "xcomp":{ | |
| "p":0.7920433996, | |
| "r":0.7133550489, | |
| "f":0.7506426735 | |
| }, | |
| "nmod:assmod":{ | |
| "p":0.7618586641, | |
| "r":0.7348272642, | |
| "f":0.7480988593 | |
| }, | |
| "det":{ | |
| "p":0.8412570508, | |
| "r":0.611599297, | |
| "f":0.7082767978 | |
| }, | |
| "amod":{ | |
| "p":0.7733213159, | |
| "r":0.6739984289, | |
| "f":0.7202518363 | |
| }, | |
| "nmod:prep":{ | |
| "p":0.7058197303, | |
| "r":0.6016333938, | |
| "f":0.6495754409 | |
| }, | |
| "root":{ | |
| "p":0.7391222096, | |
| "r":0.6504078575, | |
| "f":0.6919330559 | |
| }, | |
| "aux:prtmod":{ | |
| "p":0.9265306122, | |
| "r":0.8107142857, | |
| "f":0.8647619048 | |
| }, | |
| "compound:nn":{ | |
| "p":0.7435532634, | |
| "r":0.7074450085, | |
| "f":0.7250498569 | |
| }, | |
| "dobj":{ | |
| "p":0.8111419703, | |
| "r":0.7354466005, | |
| "f":0.7714418894 | |
| }, | |
| "ccomp":{ | |
| "p":0.6647704185, | |
| "r":0.6360808709, | |
| "f":0.6501092788 | |
| }, | |
| "advmod:rcomp":{ | |
| "p":0.8328173375, | |
| "r":0.7451523546, | |
| "f":0.7865497076 | |
| }, | |
| "nmod:topic":{ | |
| "p":0.3902439024, | |
| "r":0.2597402597, | |
| "f":0.3118908382 | |
| }, | |
| "cop":{ | |
| "p":0.75951417, | |
| "r":0.6036036036, | |
| "f":0.6726425242 | |
| }, | |
| "discourse":{ | |
| "p":0.56545961, | |
| "r":0.5024752475, | |
| "f":0.5321100917 | |
| }, | |
| "neg":{ | |
| "p":0.8517397882, | |
| "r":0.6694411415, | |
| "f":0.7496671105 | |
| }, | |
| "aux:modal":{ | |
| "p":0.8658146965, | |
| "r":0.8407445708, | |
| "f":0.8530954879 | |
| }, | |
| "nmod":{ | |
| "p":0.699844479, | |
| "r":0.6105834464, | |
| "f":0.652173913 | |
| }, | |
| "aux:ba":{ | |
| "p":0.8, | |
| "r":0.7872340426, | |
| "f":0.7935656836 | |
| }, | |
| "advmod:loc":{ | |
| "p":0.6434108527, | |
| "r":0.4925816024, | |
| "f":0.5579831933 | |
| }, | |
| "aux:asp":{ | |
| "p":0.910373444, | |
| "r":0.874800638, | |
| "f":0.8922326149 | |
| }, | |
| "conj":{ | |
| "p":0.5032003012, | |
| "r":0.5052930057, | |
| "f":0.5042444822 | |
| }, | |
| "nsubjpass":{ | |
| "p":0.7857142857, | |
| "r":0.66, | |
| "f":0.7173913043 | |
| }, | |
| "compound:vc":{ | |
| "p":0.4411764706, | |
| "r":0.4663212435, | |
| "f":0.4534005038 | |
| }, | |
| "advcl:loc":{ | |
| "p":0.4962406015, | |
| "r":0.4714285714, | |
| "f":0.4835164835 | |
| }, | |
| "cc":{ | |
| "p":0.717535545, | |
| "r":0.6716947649, | |
| "f":0.6938588451 | |
| }, | |
| "advmod:dvp":{ | |
| "p":0.8548387097, | |
| "r":0.6583850932, | |
| "f":0.7438596491 | |
| }, | |
| "appos":{ | |
| "p":0.8962025316, | |
| "r":0.8137931034, | |
| "f":0.8530120482 | |
| }, | |
| "nmod:poss":{ | |
| "p":0.6931818182, | |
| "r":0.4518518519, | |
| "f":0.5470852018 | |
| }, | |
| "name":{ | |
| "p":0.6421052632, | |
| "r":0.4518518519, | |
| "f":0.5304347826 | |
| }, | |
| "nsubj:xsubj":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "nmod:range":{ | |
| "p":0.756, | |
| "r":0.6342281879, | |
| "f":0.6897810219 | |
| }, | |
| "parataxis:prnmod":{ | |
| "p":0.4705882353, | |
| "r":0.1203007519, | |
| "f":0.1916167665 | |
| }, | |
| "amod:ordmod":{ | |
| "p":0.6271186441, | |
| "r":0.578125, | |
| "f":0.6016260163 | |
| }, | |
| "erased":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "etc":{ | |
| "p":0.9277108434, | |
| "r":0.9166666667, | |
| "f":0.9221556886 | |
| } | |
| }, | |
| "ents_p":0.7355275444, | |
| "ents_r":0.6925274725, | |
| "ents_f":0.7133801223, | |
| "ents_per_type":{ | |
| "DATE":{ | |
| "p":0.774952919, | |
| "r":0.8156590684, | |
| "f":0.794785128 | |
| }, | |
| "GPE":{ | |
| "p":0.786340563, | |
| "r":0.8328445748, | |
| "f":0.8089247567 | |
| }, | |
| "ORDINAL":{ | |
| "p":0.8830409357, | |
| "r":0.7947368421, | |
| "f":0.836565097 | |
| }, | |
| "FAC":{ | |
| "p":0.4444444444, | |
| "r":0.3870967742, | |
| "f":0.4137931034 | |
| }, | |
| "ORG":{ | |
| "p":0.6987854251, | |
| "r":0.6567732116, | |
| "f":0.6771282856 | |
| }, | |
| "LOC":{ | |
| "p":0.5863192182, | |
| "r":0.4838709677, | |
| "f":0.530191458 | |
| }, | |
| "QUANTITY":{ | |
| "p":0.7592592593, | |
| "r":0.6074074074, | |
| "f":0.6748971193 | |
| }, | |
| "PERSON":{ | |
| "p":0.7900194426, | |
| "r":0.7854381443, | |
| "f":0.7877221325 | |
| }, | |
| "CARDINAL":{ | |
| "p":0.6115023474, | |
| "r":0.5252016129, | |
| "f":0.5650759219 | |
| }, | |
| "NORP":{ | |
| "p":0.7160120846, | |
| "r":0.4978991597, | |
| "f":0.5873605948 | |
| }, | |
| "TIME":{ | |
| "p":0.7475728155, | |
| "r":0.7475728155, | |
| "f":0.7475728155 | |
| }, | |
| "WORK_OF_ART":{ | |
| "p":0.5616438356, | |
| "r":0.2733333333, | |
| "f":0.3677130045 | |
| }, | |
| "MONEY":{ | |
| "p":0.9322033898, | |
| "r":0.8148148148, | |
| "f":0.8695652174 | |
| }, | |
| "EVENT":{ | |
| "p":0.6213592233, | |
| "r":0.4705882353, | |
| "f":0.5355648536 | |
| }, | |
| "PERCENT":{ | |
| "p":0.7444444444, | |
| "r":0.8072289157, | |
| "f":0.774566474 | |
| }, | |
| "PRODUCT":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "LAW":{ | |
| "p":0.3636363636, | |
| "r":0.1333333333, | |
| "f":0.1951219512 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.6, | |
| "r":0.6666666667, | |
| "f":0.6315789474 | |
| } | |
| }, | |
| "speed":6761.7357765667 | |
| }, | |
| "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" | |
| ] | |
| } |