Ziwei Xu

Reasoning LLMs are Wandering Solution Explorers

2025 · arXiv (Cornell University)

Large Language Models (LLMs) have demonstrated impressive reasoning abilities through test-time computation (TTC) techniques such as chain-of-thought prompting and tree-based reasoning. However, we argue that current reasoning LLMs (RLLMs) lack the ability to systematically explore …