@article{promotingefficientreasoningwithverifiabl, title = {Promoting Efficient Reasoning with Verifiable Stepwise Reward}, author = {Chuhuai Yue and Chengqi Dong and Yinan Gao and Hang He and Jiajun Chai and Guojun Yin and Wei Lin}, year = {2025}, eprint = {2508.10293}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.10293}, }