ContextSim
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Beyond Offline A/B Testing: Context-Aware Agent Simulation for Recommender System Evaluation
Announce Type: replace Abstract: Recommender systems are central to online services, enabling users to navigate through massive amounts of content across various domains. However, their evaluation remains challenging due to the disconnect between offline metrics and online performance.