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{ |
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"lang":"zh", |
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"name":"core_web_trf", |
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"version":"3.2.0", |
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"description":"Chinese transformer pipeline (bert-base-chinese). Components: transformer, tagger, parser, ner, attribute_ruler.", |
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"author":"Explosion", |
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"email":"[email protected]", |
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"url":"https://explosion.ai", |
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"license":"MIT", |
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"spacy_version":">=3.2.0,<3.3.0", |
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"spacy_git_version":"bb26550e2", |
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"vectors":{ |
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"width":0, |
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"vectors":0, |
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"keys":0, |
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"name":null |
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}, |
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"labels":{ |
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"transformer":[ |
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|
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], |
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"tagger":[ |
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"AD", |
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"AS", |
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"BA", |
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"CC", |
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"CD", |
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"CS", |
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"DEC", |
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"DEG", |
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"DER", |
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"DEV", |
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"DT", |
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"ETC", |
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"FW", |
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"IJ", |
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"INF", |
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"JJ", |
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"LB", |
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"LC", |
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"M", |
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"MSP", |
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"NN", |
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"NR", |
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"NT", |
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"OD", |
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"ON", |
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"P", |
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"PN", |
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"PU", |
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"SB", |
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"SP", |
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"URL", |
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"VA", |
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"VC", |
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"VE", |
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"VV", |
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"X" |
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], |
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"parser":[ |
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"ROOT", |
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"acl", |
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"advcl:loc", |
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"advmod", |
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"advmod:dvp", |
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"advmod:loc", |
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"advmod:rcomp", |
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"amod", |
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"amod:ordmod", |
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"appos", |
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"aux:asp", |
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"aux:ba", |
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"aux:modal", |
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"aux:prtmod", |
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"auxpass", |
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"case", |
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"cc", |
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"ccomp", |
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"compound:nn", |
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"compound:vc", |
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"conj", |
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"cop", |
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"dep", |
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"det", |
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"discourse", |
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"dobj", |
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"etc", |
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"mark", |
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"mark:clf", |
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"name", |
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"neg", |
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"nmod", |
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"nmod:assmod", |
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"nmod:poss", |
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"nmod:prep", |
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"nmod:range", |
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"nmod:tmod", |
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"nmod:topic", |
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"nsubj", |
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"nsubj:xsubj", |
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"nsubjpass", |
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"nummod", |
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"parataxis:prnmod", |
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"punct", |
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"xcomp" |
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], |
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"attribute_ruler":[ |
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], |
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"ner":[ |
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"CARDINAL", |
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"DATE", |
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"EVENT", |
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"FAC", |
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"GPE", |
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"LANGUAGE", |
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"LAW", |
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"LOC", |
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"MONEY", |
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"NORP", |
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"ORDINAL", |
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"ORG", |
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"PERCENT", |
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"PERSON", |
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"PRODUCT", |
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"QUANTITY", |
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"TIME", |
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"WORK_OF_ART" |
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] |
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}, |
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"pipeline":[ |
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"transformer", |
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"tagger", |
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"parser", |
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"attribute_ruler", |
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"ner" |
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], |
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"components":[ |
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"transformer", |
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"tagger", |
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"parser", |
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"attribute_ruler", |
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"ner" |
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], |
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"disabled":[ |
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], |
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"performance":{ |
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"f":0.8748105104 |
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"p":0.8136054422, |
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"f":0.7123287671 |
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"mark:clf":{ |
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"p":0.9499691167, |
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}, |
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"p":0.9293478261, |
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"p":0.6205821206, |
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"f":0.6110542477 |
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"TIME":{ |
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"f":0.4332129964 |
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"PERCENT":{ |
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"p":0.7865168539, |
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"PRODUCT":{ |
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"p":0.4814814815, |
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"r":0.2653061224, |
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"f":0.3421052632 |
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}, |
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"LAW":{ |
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"p":0.3921568627, |
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"r":0.3333333333, |
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"f":0.3603603604 |
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}, |
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"LANGUAGE":{ |
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"p":0.75, |
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"r":1.0, |
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"f":0.8571428571 |
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} |
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}, |
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"speed":4253.4050367787 |
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}, |
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"sources":[ |
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{ |
|
"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":"bert-base-chinese", |
|
"author":"Hugging Face", |
|
"url":"https://huggingface.co./bert-base-chinese", |
|
"license":"" |
|
} |
|
], |
|
"requirements":[ |
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"spacy-transformers>=1.1.2,<1.2.0", |
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"spacy-pkuseg>=0.0.27,<0.1.0" |
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] |
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} |