Mitigating Overthinking in Large Reasoning Language Models via Reasoning Path Deviation Monitoring

Weixin Guan, Liang Li, Jiapeng Liu +6

Large Reasoning Language Models (LRLMs) demonstrate impressive capabilities on complex tasks by utilizing long Chain-of-Thought reasoning. However, they are prone to overthinking,…