Neutralizing Popularity Bias in LLM-based Recommendation via Counterfactual Reasoning Guidelines

Guanrong Li, Haolin Yang, Xinyu Liu +3

In the era of generative AI, recommender systems are moving from precise prediction to trustworthy generation. Large language models (LLMs) support this shift by inferring user int…