Qiao-Mu Li

Beyond the Query: Do Retrieval Signals Improve Adaptive Multimodal RAG Routing?

This work compares matched query-only and query+retrieval routers while holding the optional actions, router family, training procedure, and evaluation fixed and suggests retrieval-state features should not be credited with routing value unless they improve over a matched query-only control.