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Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations. (arXiv:2305.07372v1 [cs.DB])
cs.CL updates on arXiv.org arxiv.org
Relational databases play an important role in this Big Data era. However, it
is challenging for non-experts to fully unleash the analytical power of
relational databases, since they are not familiar with database languages such
as SQL. Many techniques have been proposed to automatically generate SQL from
natural language, but they suffer from two issues: (1) they still make many
mistakes, particularly for complex queries, and (2) they do not provide a
flexible way for non-expert users to validate and …
arxiv big big data data database databases experts interactive language languages natural natural language power relational databases role sql sql generation text