Reward-SQL: Boosting Text-to-SQL via Stepwise Execution-Aware Reasoning and Process-Supervised Rewards
Published in SIGMOD 2026 (Accepted), 2026
Recommended citation: Yuxin Zhang, Meihao Fan, Ju Fan, Mingyang Yi, Yuyu Luo, Jian Tan, Guoliang Li. "Reward-SQL: Boosting Text-to-SQL via Stepwise Execution-Aware Reasoning and Process-Supervised Rewards." SIGMOD 2026 (Accepted).
This paper proposes Reward-SQL, a framework for improving Text-to-SQL reasoning using process-supervised reward models.