| { | |
| "lang":"zh", | |
| "name":"core_web_sm", | |
| "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":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "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":0.8957464158, | |
| "dep_uas":0.6965379684, | |
| "dep_las":0.6426392548, | |
| "ents_p":0.7224990884, | |
| "ents_r":0.6531868132, | |
| "ents_f":0.6860968431, | |
| "sents_p":0.7817728729, | |
| "sents_r":0.7311469952, | |
| "sents_f":0.7556129032, | |
| "speed":10175.5709293766, | |
| "dep_las_per_type":{ | |
| "dep":{ | |
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| "f":0.3920575065 | |
| }, | |
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| "p":0.8028549383, | |
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| }, | |
| "nmod:tmod":{ | |
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| "r":0.7428571429, | |
| "f":0.732885906 | |
| }, | |
| "nummod":{ | |
| "p":0.8233471074, | |
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| "f":0.6456055083 | |
| }, | |
| "mark:clf":{ | |
| "p":0.9301898347, | |
| "r":0.5665796345, | |
| "f":0.7042188224 | |
| }, | |
| "auxpass":{ | |
| "p":0.8756756757, | |
| "r":0.8756756757, | |
| "f":0.8756756757 | |
| }, | |
| "nsubj":{ | |
| "p":0.771189813, | |
| "r":0.7141628793, | |
| "f":0.7415816327 | |
| }, | |
| "acl":{ | |
| "p":0.6791758646, | |
| "r":0.5119245702, | |
| "f":0.5838077166 | |
| }, | |
| "advmod":{ | |
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| "r":0.7189979596, | |
| "f":0.7602780774 | |
| }, | |
| "mark":{ | |
| "p":0.7065868263, | |
| "r":0.6722173532, | |
| "f":0.6889737256 | |
| }, | |
| "xcomp":{ | |
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| "f":0.7136715391 | |
| }, | |
| "nmod:assmod":{ | |
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| }, | |
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| "f":0.7040816327 | |
| }, | |
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| }, | |
| "nmod:prep":{ | |
| "p":0.7013125222, | |
| "r":0.5980036298, | |
| "f":0.6455510204 | |
| }, | |
| "root":{ | |
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| "r":0.6455801565, | |
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| "aux:prtmod":{ | |
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| "f":0.8507462687 | |
| }, | |
| "compound:nn":{ | |
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| "r":0.6939086294, | |
| "f":0.7087798133 | |
| }, | |
| "dobj":{ | |
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| "f":0.7490561677 | |
| }, | |
| "ccomp":{ | |
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| "f":0.6314164415 | |
| }, | |
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| }, | |
| "nmod:topic":{ | |
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| "cop":{ | |
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| }, | |
| "discourse":{ | |
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| "neg":{ | |
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| }, | |
| "aux:modal":{ | |
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| }, | |
| "nmod":{ | |
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| "aux:ba":{ | |
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| }, | |
| "conj":{ | |
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| }, | |
| "nsubjpass":{ | |
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| "r":0.68, | |
| "f":0.7472527473 | |
| }, | |
| "compound:vc":{ | |
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| "r":0.3575129534, | |
| "f":0.371967655 | |
| }, | |
| "advcl:loc":{ | |
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| "f":0.4784313725 | |
| }, | |
| "cc":{ | |
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| "f":0.6718535469 | |
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| "appos":{ | |
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| "nmod:range":{ | |
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| "nmod:poss":{ | |
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| "name":{ | |
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| "nsubj:xsubj":{ | |
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| "parataxis:prnmod":{ | |
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| }, | |
| "amod:ordmod":{ | |
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| "erased":{ | |
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| }, | |
| "etc":{ | |
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| "f":0.8941176471 | |
| } | |
| }, | |
| "ents_per_type":{ | |
| "DATE":{ | |
| "p":0.75, | |
| "r":0.7849355798, | |
| "f":0.7670702179 | |
| }, | |
| "GPE":{ | |
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| }, | |
| "ORDINAL":{ | |
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| }, | |
| "FAC":{ | |
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| "ORG":{ | |
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| }, | |
| "QUANTITY":{ | |
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| "f":0.6913580247 | |
| }, | |
| "PERSON":{ | |
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| "r":0.743556701, | |
| "f":0.7755376344 | |
| }, | |
| "CARDINAL":{ | |
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| "r":0.5110887097, | |
| "f":0.5439914163 | |
| }, | |
| "LOC":{ | |
| "p":0.5319148936, | |
| "r":0.3360215054, | |
| "f":0.4118616145 | |
| }, | |
| "NORP":{ | |
| "p":0.6774193548, | |
| "r":0.4411764706, | |
| "f":0.534351145 | |
| }, | |
| "WORK_OF_ART":{ | |
| "p":0.4520547945, | |
| "r":0.22, | |
| "f":0.2959641256 | |
| }, | |
| "TIME":{ | |
| "p":0.7438423645, | |
| "r":0.7330097087, | |
| "f":0.7383863081 | |
| }, | |
| "MONEY":{ | |
| "p":0.9292035398, | |
| "r":0.7777777778, | |
| "f":0.8467741935 | |
| }, | |
| "PERCENT":{ | |
| "p":0.8395061728, | |
| "r":0.8192771084, | |
| "f":0.8292682927 | |
| }, | |
| "EVENT":{ | |
| "p":0.6170212766, | |
| "r":0.4264705882, | |
| "f":0.5043478261 | |
| }, | |
| "PRODUCT":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "LAW":{ | |
| "p":0.3043478261, | |
| "r":0.1166666667, | |
| "f":0.1686746988 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.5, | |
| "r":0.5555555556, | |
| "f":0.5263157895 | |
| } | |
| } | |
| }, | |
| "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" | |
| } | |
| ], | |
| "requirements":[ | |
| "spacy-pkuseg>=0.0.27,<0.1.0" | |
| ] | |
| } |