Yao-Xin Xu

SQL-GRID: A Grounded Retrieval and Interactive Disambiguation Agent for Text-to-SQL over Power Grid Data

Power grid data often contain highly abstract metadata, ambiguous business terms, and complex statistical scopes. These characteristics make general large language models prone to semantic deviation and SQL hallucination in Text-to-SQL tasks. To address this problem, this paper proposes SQL-GRID, a grounded retrieval a...