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most citedAdaMoE: Token-Adaptive Routing with Null Experts for Mixture-of-Experts Language Models

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cs.AI2025

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…