A Prompting-Based Representation Learning Method for Enhancing Recommendation Performance with Large Language Models

Leveraging the capabilities of Large Language Models (LLMs) to generate informative item profiles and aligning them with Graph Convolutional Network-based collaborative filtering representations for improved recommendation performance.