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Chenyu Zhou

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EvoSQL: Memory-Augmented Critic-Generator Co-Evolution for Text-to-SQL

EvoSQL is presented, a co-evolution framework that formulates SQL synthesis as an iterative interaction between a generator and a critic and maintains a contextualized candidate memory, verifies SQL candidates with both execution signals and LLM-based critique, and updates its memory through utility-guided aggregation.

Jiawei Zhou, Jianwei Wang, Chenyu Zhou et al. · 0 citations

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