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cs.IR2024
A Prompting-Based Representation Learning Method for Recommendation with Large Language Models
Junyi Chen, Toyotaro Suzumura
In recent years, Recommender Systems (RS) have witnessed a transformative shift with the advent of Large Language Models (LLMs) in the field of Natural Language Processing (NLP). M…
cs.IR2024★ 3 cited
HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling
Junyi Chen, Lu Chi, Bingyue Peng +1
Large Language Models (LLMs) have achieved remarkable success in various fields, prompting several studies to explore their potential in recommendation systems. However, these atte…