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Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers

By Abhijeet Awasthi and others
Text-to-SQL parsers typically struggle with databases unseen during the train time. Adapting parsers to new databases is a challenging problem due to the lack of natural language queries in the new schemas. We present ReFill, a framework for synthesizing high-quality and textually diverse parallel datasets for adapting a Text-to-SQL parser... Show more
October 29, 2022
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Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers
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