Enhancing Personalized Recommendations through Large Language Model-Powered Text Augmentation

Leveraging the comprehensive knowledge and reasoning capabilities of large language models (LLMs), the LLM-REC framework employs diverse prompting strategies to enrich item descriptions, leading to significant improvements in personalized recommendation performance.