Done Is Better than Perfect: Unlocking Efficient Reasoning by Structured Multi-Turn Decomposition

Zihao Zeng, Xuyao Huang, Boxiu Li +2

Large Reasoning Models (LRMs) are criticized for the excessively lengthy Chain-of-Thought (CoT) to derive the final answer, suffering from high first-token and overall latency. Typ…