@article{beyondentropylearningfromtokenleveldistr, title = {Beyond Entropy: Learning from Token-Level Distributional Deviations for LLM Reasoning}, author = {Xuanzhi Feng and Zhengyang Li and Zeyu Liu and Haoxi Li and Yuming Jiang and Bing Guo and Jingcai Guo and Jie Zhang and Song Guo}, year = {2026}, eprint = {2606.19771}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.19771}, }