| { | |
| "lang":"zh", | |
| "name":"core_web_md", | |
| "version":"3.2.0", | |
| "description":"Chinese pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler.", | |
| "author":"Explosion", | |
| "email":"contact@explosion.ai", | |
| "url":"https://explosion.ai", | |
| "license":"MIT", | |
| "spacy_version":">=3.2.0,<3.3.0", | |
| "spacy_git_version":"bb26550e2", | |
| "vectors":{ | |
| "width":300, | |
| "vectors":20000, | |
| "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, | |
| "token_p":0.9458325855, | |
| "token_r":0.9136060443, | |
| "token_f":0.9294400505, | |
| "tag_acc":0.9004973002, | |
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| "dep_uas":0.7076909586, | |
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| "dep_las_per_type":{ | |
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| "f":0.4056002383 | |
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| "case":{ | |
| "p":0.815348957, | |
| "r":0.7677012609, | |
| "f":0.790808043 | |
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| "nmod:tmod":{ | |
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| "f":0.7399463807 | |
| }, | |
| "nummod":{ | |
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| "r":0.5363091272, | |
| "f":0.652350081 | |
| }, | |
| "mark:clf":{ | |
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| "r":0.5710555763, | |
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| }, | |
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| "f":0.8864864865 | |
| }, | |
| "nsubj":{ | |
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| "r":0.7293944233, | |
| "f":0.7556630186 | |
| }, | |
| "acl":{ | |
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| "advmod":{ | |
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| "mark":{ | |
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| "r":0.6967572305, | |
| "f":0.7199456645 | |
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| "xcomp":{ | |
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| "f":0.7335640138 | |
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| }, | |
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| "f":0.7113506231 | |
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| "f":0.6462839486 | |
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| "r":0.6529049442, | |
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| "f":0.8635514019 | |
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| "compound:nn":{ | |
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| "r":0.700676819, | |
| "f":0.716932133 | |
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| }, | |
| "ccomp":{ | |
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| "amod:ordmod":{ | |
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| "erased":{ | |
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| "etc":{ | |
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| "f":0.9156626506 | |
| } | |
| }, | |
| "ents_p":0.7220589964, | |
| "ents_r":0.6751648352, | |
| "ents_f":0.6978249759, | |
| "ents_per_type":{ | |
| "DATE":{ | |
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| }, | |
| "GPE":{ | |
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| "FAC":{ | |
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| "PERSON":{ | |
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| "ORG":{ | |
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| }, | |
| "QUANTITY":{ | |
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| }, | |
| "CARDINAL":{ | |
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| "r":0.5141129032, | |
| "f":0.5613648872 | |
| }, | |
| "LOC":{ | |
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| "r":0.3709677419, | |
| "f":0.4346456693 | |
| }, | |
| "NORP":{ | |
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| "r":0.4537815126, | |
| "f":0.5393258427 | |
| }, | |
| "WORK_OF_ART":{ | |
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| "r":0.2866666667, | |
| "f":0.3822222222 | |
| }, | |
| "TIME":{ | |
| "p":0.7209302326, | |
| "r":0.7524271845, | |
| "f":0.7363420428 | |
| }, | |
| "PRODUCT":{ | |
| "p":0.2, | |
| "r":0.0612244898, | |
| "f":0.09375 | |
| }, | |
| "MONEY":{ | |
| "p":0.9230769231, | |
| "r":0.8, | |
| "f":0.8571428571 | |
| }, | |
| "PERCENT":{ | |
| "p":0.7613636364, | |
| "r":0.8072289157, | |
| "f":0.783625731 | |
| }, | |
| "EVENT":{ | |
| "p":0.5688073394, | |
| "r":0.4558823529, | |
| "f":0.506122449 | |
| }, | |
| "LAW":{ | |
| "p":0.4814814815, | |
| "r":0.2166666667, | |
| "f":0.2988505747 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.6363636364, | |
| "r":0.7777777778, | |
| "f":0.7 | |
| } | |
| }, | |
| "speed":7391.1713592242 | |
| }, | |
| "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" | |
| ] | |
| } |