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A BERT-based Chinese NL2SQL Model

Posted on:2021-05-07Degree:MasterType:Thesis
Country:ChinaCandidate:Y ZhangFull Text:PDF
GTID:2428330602483571Subject:Applied statistics
Abstract/Summary:PDF Full Text Request
The Bert model is a large-scale corpus pre-training model based on Trans-former developed by Google.It has achieved considerable breakthroughs in al-most all sub-fields in the field of natural languageprocessing.Based on the Bert model,this paper designs a new model for the Chinese NL2SQL dataset for a more pratical task in the field of artificial intelligence:NL2SQL,which is the "natural language to SQL statement" task.A new model for the Chinese NL2SQL dataset was designed and acheieved an accuracy rate of more than 86%.
Keywords/Search Tags:Natural language processing, BERT, NL2SQL, Chinese Dataset
PDF Full Text Request
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