Routing Should Pay for Itself: Sparse Supervision for Economical LLM Routing
This work proposes SaveRouter, a sparse-supervision routing framework that selectively acquires informative model feedback and shares capability information across related queries, while retaining query-level refinement for fine-grained routing.