@article{graphrewardsqlexecutionfreereinforcement, title = {Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward}, author = {Han Weng and Boyi Liu and Yuanfeng Song and Dun Zeng and Yingxiang Yang and Yi Zhan and Longjie Cui and Xiaoming Yin and Yang Sun}, year = {2025}, eprint = {2505.12380}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.12380v1}, }