Filling the Gaps: Selective Knowledge Augmentation for LLM Recommenders

Jaehyun Lee, Sanghwan Jang, SeongKu Kang +1

Large language models (LLMs) have recently emerged as powerful training-free recommenders. However, their knowledge of individual items is inevitably uneven due to imbalanced infor…