Large Language Models Enhanced Sequential Recommendation for Long-tail
User and Item

Large Language Models Enhanced Sequential Recommendation for Long-tail User and Item

31 May 2024

Xiangyu Zhao

Papers citing "Large Language Models Enhanced Sequential Recommendation for Long-tail User and Item"

7 / 7 papers shown

Title
AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings Guoqing Hu An Zhang Shuo Liu Zhibo Cai Xun Yang X. Wang 31 0 0 27 Apr 2025
Process-Supervised LLM Recommenders via Flow-guided Tuning Chongming Gao Mengyao Gao Chenxiao Fan Shuai Yuan Wentao Shi Xiangnan He 68 2 0 10 Mar 2025
E4SRec: An Elegant Effective Efficient Extensible Solution of Large Language Models for Sequential Recommendation Xinhang Li Chong Chen Xiangyu Zhao Yong Zhang Chunxiao Xing 78 20 0 05 Dec 2023
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System Yunfan Gao Tao Sheng Youlin Xiang Yun Xiong Haofen Wang Jiawei Zhang RALM KELM 107 242 0 25 Mar 2023
Filter-enhanced MLP is All You Need for Sequential Recommendation Kun Zhou Hui Yu Wayne Xin Zhao Ji-Rong Wen 75 251 0 28 Feb 2022
Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer Zhiwei Liu Ziwei Fan Yu Wang Philip S. Yu 88 143 0 02 May 2021
Long-tail Session-based Recommendation Siyi Liu Yujia Zheng 40 76 0 24 Jul 2020