What Makes Reasoning Invalid: Echo Reflection Mitigation for Large Language Models

Chen He, Xun Jiang, Lei Wang +5

Large Language Models (LLMs) have demonstrated remarkable performance across a wide range of reasoning tasks. Recent methods have further improved LLM performance in complex mathem…