@article{onlinereasoningcalibrationtesttimetraini, title = {Online Reasoning Calibration: Test-Time Training Enables Generalizable Conformal LLM Reasoning}, author = {Cai Zhou and Zekai Wang and Menghua Wu and Qianyu Julie Zhu and Flora C. Shi and Chenyu Wang and Ashia Wilson and Tommi Jaakkola and Stephen Bates}, year = {2026}, eprint = {2604.01170}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.01170}, }