Domain-specific experts exist in MoE-based LLMs, and the training-free DSMoE framework steers them to outperform baselines on target domains with no added inference cost.
InProceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 9637– 9662, Bangkok, Thailand
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Do Domain-specific Experts exist in MoE-based LLMs?
Domain-specific experts exist in MoE-based LLMs, and the training-free DSMoE framework steers them to outperform baselines on target domains with no added inference cost.