@article{longfaithenhancinglongcontextreasoningin, title = {LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data}, author = {Cehao Yang and Xueyuan Lin and Chengjin Xu and Xuhui Jiang and Shengjie Ma and Aofan Liu and Hui Xiong and Jian Guo}, year = {2025}, eprint = {2502.12583}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.12583v1}, }