| { | |
| "lang":"zh", | |
| "name":"core_web_lg", | |
| "version":"3.3.0", | |
| "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":">=3.3.0.dev0,<3.4.0", | |
| "spacy_git_version":"849bef2de", | |
| "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" | |
| ], | |
| "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, | |
| "token_p":0.9458325855, | |
| "token_r":0.9136060443, | |
| "token_f":0.9294400505, | |
| "tag_acc":0.903399232, | |
| "sents_p":0.7851653262, | |
| "sents_r":0.7313134676, | |
| "sents_f":0.757283227, | |
| "dep_uas":0.708630098, | |
| "dep_las":0.6570108094, | |
| "dep_las_per_type":{ | |
| "dep":{ | |
| "p":0.4873308379, | |
| "r":0.3420228352, | |
| "f":0.4019473965 | |
| }, | |
| "case":{ | |
| "p":0.8121243126, | |
| "r":0.7698836081, | |
| "f":0.7904400324 | |
| }, | |
| "nmod:tmod":{ | |
| "p":0.7419786096, | |
| "r":0.7551020408, | |
| "f":0.7484828051 | |
| }, | |
| "nummod":{ | |
| "p":0.8179043744, | |
| "r":0.5356429047, | |
| "f":0.6473429952 | |
| }, | |
| "mark:clf":{ | |
| "p":0.9362745098, | |
| "r":0.5699365908, | |
| "f":0.7085555298 | |
| }, | |
| "auxpass":{ | |
| "p":0.8617021277, | |
| "r":0.8756756757, | |
| "f":0.8686327078 | |
| }, | |
| "nsubj":{ | |
| "p":0.7863859092, | |
| "r":0.7293944233, | |
| "f":0.7568187612 | |
| }, | |
| "acl":{ | |
| "p":0.6861842105, | |
| "r":0.5784803106, | |
| "f":0.6277460126 | |
| }, | |
| "advmod":{ | |
| "p":0.8230973788, | |
| "r":0.7367943777, | |
| "f":0.7775584664 | |
| }, | |
| "mark":{ | |
| "p":0.7435536803, | |
| "r":0.6950043821, | |
| "f":0.7184597961 | |
| }, | |
| "xcomp":{ | |
| "p":0.7836363636, | |
| "r":0.7019543974, | |
| "f":0.7405498282 | |
| }, | |
| "nmod:assmod":{ | |
| "p":0.763022508, | |
| "r":0.7385620915, | |
| "f":0.7505930729 | |
| }, | |
| "det":{ | |
| "p":0.8353317346, | |
| "r":0.6121851201, | |
| "f":0.7065584855 | |
| }, | |
| "amod":{ | |
| "p":0.7771274201, | |
| "r":0.6779261587, | |
| "f":0.7241451647 | |
| }, | |
| "nmod:prep":{ | |
| "p":0.6958174905, | |
| "r":0.608892922, | |
| "f":0.6494595903 | |
| }, | |
| "root":{ | |
| "p":0.74281935, | |
| "r":0.6544031963, | |
| "f":0.6958137888 | |
| }, | |
| "aux:prtmod":{ | |
| "p":0.8976377953, | |
| "r":0.8142857143, | |
| "f":0.8539325843 | |
| }, | |
| "compound:nn":{ | |
| "p":0.7375549692, | |
| "r":0.7094754653, | |
| "f":0.7232427771 | |
| }, | |
| "dobj":{ | |
| "p":0.8049725541, | |
| "r":0.7385572508, | |
| "f":0.7703360371 | |
| }, | |
| "ccomp":{ | |
| "p":0.65, | |
| "r":0.6318040435, | |
| "f":0.6407728707 | |
| }, | |
| "advmod:rcomp":{ | |
| "p":0.8198757764, | |
| "r":0.7313019391, | |
| "f":0.7730600293 | |
| }, | |
| "nmod:topic":{ | |
| "p":0.3668122271, | |
| "r":0.2727272727, | |
| "f":0.312849162 | |
| }, | |
| "cop":{ | |
| "p":0.7520325203, | |
| "r":0.5952380952, | |
| "f":0.6645114943 | |
| }, | |
| "discourse":{ | |
| "p":0.572761194, | |
| "r":0.5066006601, | |
| "f":0.5376532399 | |
| }, | |
| "neg":{ | |
| "p":0.8438438438, | |
| "r":0.6682520809, | |
| "f":0.7458526875 | |
| }, | |
| "aux:modal":{ | |
| "p":0.862911796, | |
| "r":0.8397104447, | |
| "f":0.8511530398 | |
| }, | |
| "nmod":{ | |
| "p":0.7196850394, | |
| "r":0.6200814111, | |
| "f":0.666180758 | |
| }, | |
| "aux:ba":{ | |
| "p":0.8202247191, | |
| "r":0.7765957447, | |
| "f":0.7978142077 | |
| }, | |
| "advmod:loc":{ | |
| "p":0.6396761134, | |
| "r":0.46884273, | |
| "f":0.5410958904 | |
| }, | |
| "aux:asp":{ | |
| "p":0.9109816972, | |
| "r":0.8732057416, | |
| "f":0.8916938111 | |
| }, | |
| "conj":{ | |
| "p":0.5052874447, | |
| "r":0.4967863894, | |
| "f":0.5010008579 | |
| }, | |
| "nsubjpass":{ | |
| "p":0.8205128205, | |
| "r":0.64, | |
| "f":0.7191011236 | |
| }, | |
| "compound:vc":{ | |
| "p":0.4213483146, | |
| "r":0.3886010363, | |
| "f":0.4043126685 | |
| }, | |
| "advcl:loc":{ | |
| "p":0.5267175573, | |
| "r":0.4928571429, | |
| "f":0.5092250923 | |
| }, | |
| "cc":{ | |
| "p":0.7130600572, | |
| "r":0.6637089618, | |
| "f":0.6875 | |
| }, | |
| "advmod:dvp":{ | |
| "p":0.8536585366, | |
| "r":0.652173913, | |
| "f":0.7394366197 | |
| }, | |
| "appos":{ | |
| "p":0.8705035971, | |
| "r":0.8344827586, | |
| "f":0.8521126761 | |
| }, | |
| "nmod:poss":{ | |
| "p":0.6947368421, | |
| "r":0.4888888889, | |
| "f":0.5739130435 | |
| }, | |
| "name":{ | |
| "p":0.71, | |
| "r":0.5259259259, | |
| "f":0.6042553191 | |
| }, | |
| "nsubj:xsubj":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "nmod:range":{ | |
| "p":0.7354085603, | |
| "r":0.6342281879, | |
| "f":0.6810810811 | |
| }, | |
| "parataxis:prnmod":{ | |
| "p":0.4193548387, | |
| "r":0.0977443609, | |
| "f":0.1585365854 | |
| }, | |
| "amod:ordmod":{ | |
| "p":0.606557377, | |
| "r":0.578125, | |
| "f":0.592 | |
| }, | |
| "erased":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "etc":{ | |
| "p":0.8941176471, | |
| "r":0.9047619048, | |
| "f":0.899408284 | |
| } | |
| }, | |
| "ents_p":0.7403037383, | |
| "ents_r":0.6963736264, | |
| "ents_f":0.7176670442, | |
| "ents_per_type":{ | |
| "DATE":{ | |
| "p":0.7652011225, | |
| "r":0.810703667, | |
| "f":0.7872954764 | |
| }, | |
| "GPE":{ | |
| "p":0.7768142401, | |
| "r":0.8318670577, | |
| "f":0.8033986311 | |
| }, | |
| "ORDINAL":{ | |
| "p":0.8705882353, | |
| "r":0.7789473684, | |
| "f":0.8222222222 | |
| }, | |
| "FAC":{ | |
| "p":0.464516129, | |
| "r":0.3870967742, | |
| "f":0.42228739 | |
| }, | |
| "ORG":{ | |
| "p":0.7108042242, | |
| "r":0.6659056317, | |
| "f":0.6876227898 | |
| }, | |
| "LOC":{ | |
| "p":0.5685618729, | |
| "r":0.4569892473, | |
| "f":0.5067064083 | |
| }, | |
| "QUANTITY":{ | |
| "p":0.7663551402, | |
| "r":0.6074074074, | |
| "f":0.6776859504 | |
| }, | |
| "PERSON":{ | |
| "p":0.8168642951, | |
| "r":0.7989690722, | |
| "f":0.8078175896 | |
| }, | |
| "CARDINAL":{ | |
| "p":0.6218097448, | |
| "r":0.5403225806, | |
| "f":0.5782092772 | |
| }, | |
| "NORP":{ | |
| "p":0.701183432, | |
| "r":0.4978991597, | |
| "f":0.5823095823 | |
| }, | |
| "TIME":{ | |
| "p":0.7427184466, | |
| "r":0.7427184466, | |
| "f":0.7427184466 | |
| }, | |
| "WORK_OF_ART":{ | |
| "p":0.676056338, | |
| "r":0.32, | |
| "f":0.4343891403 | |
| }, | |
| "MONEY":{ | |
| "p":0.9411764706, | |
| "r":0.8296296296, | |
| "f":0.8818897638 | |
| }, | |
| "EVENT":{ | |
| "p":0.6082474227, | |
| "r":0.4338235294, | |
| "f":0.5064377682 | |
| }, | |
| "PERCENT":{ | |
| "p":0.8095238095, | |
| "r":0.8192771084, | |
| "f":0.8143712575 | |
| }, | |
| "PRODUCT":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "LAW":{ | |
| "p":0.4230769231, | |
| "r":0.1833333333, | |
| "f":0.2558139535 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.6, | |
| "r":0.6666666667, | |
| "f":0.6315789474 | |
| } | |
| }, | |
| "speed":7558.2542061289 | |
| }, | |
| "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" | |
| ] | |
| } |