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ResearchSeptember 22, 2026

Attention-Aware Routing: Coupling Routing and Attention in MoEs

In Mixture-of-Experts language models, the router typically selects and weights experts based on the token's hidden state, utilizing limited contextual information. We propose Attention-Aware Routing (AAR), which augments the router with temporal and spectral features extracted…

Despoina Kosmopoulou, Anastasios Tsetsilas, Efthymios Georgiou, Giannis Karamanolakis, Swastik Roy, Alexandros Potamianos·arXiv — cs.AI
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Key Takeaways
  • 01.In Mixture-of-Experts language models, the router typically selects and weights experts based on the token's hidden state, utilizing limited contextual information
  • 02.We propose Attention-Aware Routing (AAR), which augments the router with temporal and spectral features extracted…

This material is provided as an extended analytical summary.

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