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20232026
most citedRoT: Enhancing Large Language Models with Reflection on Search Trees

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cs.LG2026

The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models

Yan Wang, Yitao Xu, Nanhan Shen +3

Mixture of Experts models are widely assumed to achieve domain specialization through sparse routing. In this work, we question this assumption by introducing COMMITTEEAUDIT, a pos…