@article{attentionamnesiainhybridllmswhencotfinet, title = {Attention Amnesia in Hybrid LLMs: When CoT Fine-Tuning Breaks Long-Range Recall, and How to Fix It}, author = {Xinyu Zhou and Boyu Zhu and Yi Xu and Zhiwei Li and Yingfa Chen and Huiming Wang and Zhijiang Guo}, year = {2026}, eprint = {2606.11052}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.11052}, }