@article{safeenhancingmathematicalreasoningin, title = {Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification}, author = {Chengwu Liu and Ye Yuan and Yichun Yin and Yan Xu and Xin Xu and Zaoyu Chen and Yasheng Wang and Lifeng Shang and Qun Liu and Ming Zhang}, year = {2025}, eprint = {2506.04592}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.04592v1}, }