2025
AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems
NeurIPS 2025spotlight
The emergence of agentic recommender systems powered by Large Language Models (LLMs) represents a paradigm shift in personalized recommendations, leveraging LLMs’ advanced reasoning and role-playing capabilities to enable autonomous, adaptive decision-making. Unlike traditional recommendation approa…