@inproceedings{zhou25rpc, author = {Zhou, Zhi and Tan, Yuhao and Li, Zenan and Yao, Yuan and Guo, Lan-Zhe and Li, Yu-Feng and Ma, Xiaoxing}, title = {A Theoretical Study on Bridging Internal Probability and Self-Consistency for {LLM} Reasoning}, booktitle = {Advances in Neural Information Processing Systems}, year = {2025} }