Reasoning Efficiently Through Adaptive Chain-of-Thought Compression: A Self-Optimizing Framework

Kerui Huang, Shuhan Liu, Xing Hu +3

Chain-of-Thought (CoT) reasoning enhances Large Language Models (LLMs) by prompting intermediate steps, improving accuracy and robustness in arithmetic, logic, and commonsense task…