A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning - Zhou, Zhi; Yuhao, Tan; Li, Zenan; Yao, Yuan; Guo, Lan-Zhe; Li, Yu-Feng; Ma, Xiaoxing (Advances in Neural Information Processing Systems, 2025)