@article{correctanswersfromsoundreasoningverifiab, title = {Correct Answers from Sound Reasoning: Verifiable Process Supervision for Language Models}, author = {Kyuyoung Kim and Kevin Wang and Yunfei Xie and Peiyang Xu and Peiyao Sheng and Chen Wei and Zhangyang Wang and Jinwoo Shin and Pramod Viswanath and Sewoong Oh}, year = {2026}, eprint = {2605.12519}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.12519}, }