Specialization through Collaboration: Understanding Expert Interaction in Mixture-of-Expert Large Language Models

Yuanbo Tang, Naifan Zhang, Yan Tang, Meixuan Chen, Shuhan Huang, Tingyu Cao, Yang Li. Specialization through Collaboration: Understanding Expert Interaction in Mixture-of-Expert Large Language Models. In Vera Demberg, Kentaro Inui, LluĂ­s Marquez, editors, Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2026 - Volume 1: Long Papers, Rabat, Morocco, March 24-29, 2026. pages 2326-2339, Association for Computational Linguistics, 2026. [doi]

Abstract

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