Text Matching Improves Sequential Recommendation by Reducing Popularity
Biases

Text Matching Improves Sequential Recommendation by Reducing Popularity Biases

27 August 2023

Zhiyuan Liu

Papers citing "Text Matching Improves Sequential Recommendation by Reducing Popularity Biases"

9 / 9 papers shown

Title
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
FineRec:Exploring Fine-grained Sequential Recommendation Xiaokun Zhang Bo Xu Youlin Wu Yuan Zhong Hongfei Lin Fenglong Ma 19 7 0 19 Apr 2024
Disentangling ID and Modality Effects for Session-based Recommendation Xiaokun Zhang Bo Xu Zhaochun Ren Xiaochen Wang Hongfei Lin Fenglong Ma 20 9 0 19 Apr 2024
Breaking the Length Barrier: LLM-Enhanced CTR Prediction in Long Textual User Behaviors Binzong Geng Zhaoxin Huan Xiaolu Zhang Yong He Liang Zhang Fajie Yuan Jun Zhou Linjian Mo 19 18 0 28 Mar 2024
SPAR: Personalized Content-Based Recommendation via Long Engagement Attention Chiyu Zhang Yifei Sun Jun Chen Jie Lei Muhammad Abdul-Mageed Sinong Wang Rong Jin Sem Park Ning Yao Bo Long RALM VLM 28 3 0 16 Feb 2024
Modeling User Viewing Flow Using Large Language Models for Article Recommendation Zhenghao Liu Zulong Chen Moufeng Zhang Shaoyang Duan Hong Wen Liangyue Li Nan Li Yu Gu Ge Yu 15 5 0 12 Nov 2023
How Can Recommender Systems Benefit from Large Language Models: A Survey Jianghao Lin Xinyi Dai Yunjia Xi Weiwen Liu Bo Chen ... Chenxu Zhu Huifeng Guo Yong Yu Ruiming Tang Weinan Zhang LRM 30 195 0 09 Jun 2023
Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR Prediction Yue Cao Xiaojiang Zhou Jiaqi Feng Peihao Huang Yao Xiao Dayao Chen Sheng Chen 74 39 0 20 May 2022
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 249 1,982 0 28 Jul 2020