@article{verifiablecounterfactualsupervisionforpr, title = {Verifiable Counterfactual Supervision for Process Reward Models}, author = {Yinghui Chi and Yuanhong Wang}, year = {2026}, eprint = {2605.02395}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.02395}, }