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Jul, 2023
大语言模型时代的推荐系统
Recommender Systems in the Era of Large Language Models (LLMs)
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Wenqi Fan, Zihuai Zhao, Jiatong Li, Yunqing Liu, Xiaowei Mei...
TL;DR
本论文对基于大型语言模型(LLMs)的推荐系统进行了全面综述,总结了LLMs在推荐系统中的应用方法,包括预训练、微调和提示,并讨论了未来方向。
Abstract
With the prosperity of e-commerce and web applications,
recommender systems
(RecSys) have become an important component of our daily life, providing personalized suggestions that cater to user preferences. While
deep ne
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