Analytical FFN-to-MoE Restructuring via Activation Pattern Analysis

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Authors: Zehua Pei, Hui-Ling Zhen, Lancheng Zou, X. D. Yu, Wulong Liu, Sinno Jialin Pan, Mingxuan Yuan, Bei Yu
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Abstract

Zehua Pei, Hui-Ling Zhen, Lancheng Zou, Xianzhi Yu, Wulong Liu, Sinno Jialin Pan, Mingxuan Yuan, Bei Yu. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Fields of Study & Subjects

Speech Recognition and Synthesis

Publication details

Journal / source
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Publisher
Association for Computational Linguistics
Pages
4777–4789
Publication date
1 January 2026
Language
EN