2025
Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models
NAACL 2025long
Large Language Models (LLMs) have demonstrated remarkable capabilities across various tasks but their performance in complex logical reasoning tasks remains unsatisfactory. Although some prompting methods, such as Chain-of-Thought, can improve the reasoning ability of LLMs to some extent, they suffe…