Reward-SQL: Boosting Text-to-SQL via Stepwise Reasoning and Process-Supervised Rewards
Published in , 2025
Recommended citation: Zhang, Yuxin, Meihao Fan, Ju Fan, Mingyang Yi, Yuyu Luo, Jian Tan, and Guoliang Li. "Reward-sql: Boosting text-to-sql via stepwise reasoning and process-supervised rewards." arXiv preprint arXiv:2505.04671 (2025). https://arxiv.org/pdf/2505.04671
This paper proposes Reward-SQL, a framework for improving Text-to-SQL reasoning using process-supervised reward models.