ETR: Entropy Trend Reward for Efficient Chain-of-Thought Reasoning

Xuan Xiong, Huan Liu, Li Gu +4

Chain-of-thought (CoT) reasoning improves large language model performance on complex tasks, but often produces excessively long and inefficient reasoning traces. Existing methods…