An execution-aware reinforcement learning framework that interleaves intermediate SQL execution into the reasoning path improves text-to-SQL accuracy on Spider and BIRD at the 7B scale.
Chan, Raymond Chi-Wing Wong, and Haiqin Yang
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ReEx-SQL: Reasoning with Execution-Aware Reinforcement Learning for Text-to-SQL
An execution-aware reinforcement learning framework that interleaves intermediate SQL execution into the reasoning path improves text-to-SQL accuracy on Spider and BIRD at the 7B scale.