@article{towardsadvancedmathematicalreasoningfor, title = {Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving}, author = {Chuxue Cao and Mengze Li and Juntao Dai and Jinluan Yang and Zijian Zhao and Shengyu Zhang and Weijie Shi and Chengzhong Liu and Sirui Han and Yike Guo}, year = {2025}, eprint = {2506.17104}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.17104v1}, }