Towards Understanding Multi-Round Large Language Model Reasoning: Approximability, Learnability and Generalizability

Chenhui Xu, Dancheng Liu, Jiajie Li +3

Recent advancements in cognitive science and multi-round reasoning techniques for Large Language Models (LLMs) suggest that iterative thinking processes improve problem-solving per…