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most citedNeutralizing Popularity Bias in LLM-based Recommendation via Counterfactual Reasoning Guidelines

1 citations · 1 across the 4 of their papers we have counts for

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cs.CL2025

Persona-Aware Alignment Framework for Personalized Dialogue Generation

Guanrong Li, Xinyu Liu, Zhen Wu +1

Personalized dialogue generation aims to leverage persona profiles and dialogue history to generate persona-relevant and consistent responses. Mainstream models typically rely on t…

cs.AI2025★ 1 cited

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…