2025
SOLAR: Serendipity Optimized Language Model Aligned for Recommendation
EMNLP 2025
Recently, Large Language Models (LLMs) have shown strong potential in recommendation tasks due to their broad world knowledge and reasoning capabilities. However, applying them to serendipity-oriented recommendation remains challenging, mainly due to a domain gap of LLMs in modeling personalized use