LLM-as-a-Judge for Reliable and Explainable Offline Evaluation in Top-K Recommendation

Yue Que, Junyi Zhou, Xiaokun Zhang +3

Recommendation evaluation plays a crucial role in guiding the refinement and deployment of recommender systems. Most existing trials rely on offline evaluation using Top-K metrics…