llm-reranking

RouteRec is a framework for evaluating request-level hard selection versus item-level learned aggregation of heterogeneous recommender agents, including an LLM reranker, under cost constraints. Experiments on MovieLens-1M show that item-level aggregation significantly outperforms request-level selection.