VeriThinker: Learning to Verify Makes Reasoning Model Efficient

Zigeng Chen, Xinyin Ma, Gongfan Fang +2

Large Reasoning Models (LRMs) excel at complex tasks using Chain-of-Thought (CoT) reasoning. However, their tendency to overthinking leads to unnecessarily lengthy reasoning chains…