most citedMinimizing Live Experiments in Recommender Systems: User Simulation to Evaluate Preference Elicitation Policies

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cs.CL2025

REGEN: A Dataset and Benchmarks with Natural Language Critiques and Narratives

Kun Su, Krishna Sayana, Hubert Pham +8

This paper introduces a novel dataset REGEN (Reviews Enhanced with GEnerative Narratives), designed to benchmark the conversational capabilities of recommender Large Language Model…