Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning

Zhi Zhou, Tan Yuhao, Zenan Li +4

Recent advancements in large language models (LLMs) have demonstrated remarkable reasoning capabilities. However, single-shot inference often yields unreliable results for complex…