AI RESEARCH
XiYan-SQL: A Novel Multi-Generator Framework For Text-to-SQL
arXiv CS.CL
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ArXi:2507.04701v2 Announce Type: replace To leverage the advantages of LLM in addressing challenges in the Text-to-SQL task, we present XiYan-SQL, an innovative framework effectively generating and utilizing multiple SQL candidates. It consists of three components: 1) a Schema Filter module filtering and obtaining multiple relevant schemas; 2) a multi-generator ensemble approach generating multiple highquality and diverse SQL queries; 3) a selection model with a candidate reorganization strategy implemented to obtain the optimal SQL query.