@article{processsupervisionofconfidencemarginforc, title = {Process Supervision of Confidence Margin for Calibrated LLM Reasoning}, author = {Liaoyaqi Wang and Chunsheng Zuo and William Jurayj and Benjamin Van Durme and Anqi Liu}, year = {2026}, eprint = {2604.23333}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.23333}, }