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Improving Sequential Recommendations with LLMs

Improving Sequential Recommendations with LLMs

2 February 2024
Artun Boz
Wouter Zorgdrager
Zoe Kotti
Jesse Harte
Panos Louridas
Dietmar Jannach
Vassilios Karakoidas
Marios Fragkoulis
    KELM
    LRM
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Papers citing "Improving Sequential Recommendations with LLMs"

5 / 5 papers shown
Title
M2Rec: Multi-scale Mamba for Efficient Sequential Recommendation
M2Rec: Multi-scale Mamba for Efficient Sequential Recommendation
Qianru Zhang
Liang Qu
Honggang Wen
Dong Huang
S. Yiu
Nguyen Quoc Viet Hung
Hongzhi Yin
Mamba
26
0
0
07 May 2025
A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms
A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms
Chengkai Huang
Hongtao Huang
Tong Yu
Kaige Xie
Junda Wu
Shuai Zhang
Julian McAuley
Dietmar Jannach
Lina Yao
LRM
AI4CE
22
0
0
23 Apr 2025
GPT for Games: An Updated Scoping Review (2020-2024)
GPT for Games: An Updated Scoping Review (2020-2024)
Daijin Yang
Erica Kleinman
Casper Harteveld
LLMAG
AI4TS
AI4CE
44
2
0
01 Nov 2024
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender
  System
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System
Yunfan Gao
Tao Sheng
Youlin Xiang
Yun Xiong
Haofen Wang
Jiawei Zhang
RALM
KELM
110
242
0
25 Mar 2023
Learning Vector-Quantized Item Representation for Transferable
  Sequential Recommenders
Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders
Yupeng Hou
Zhankui He
Julian McAuley
Wayne Xin Zhao
57
122
0
22 Oct 2022
1