Exploring the Impact of Large Language Models on Recommender Systems: An
Extensive Review

Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review

11 February 2024

Vinija Jain

Papers citing "Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review"

9 / 9 papers shown

Title
Contextualizing Spotify's Audiobook List Recommendations with Descriptive Shelves Gustavo Penha Alice Wang Martin Achenbach Kristen Sheets Sahitya Mantravadi Remi Galvez Nico Guetta-Jeanrenaud Divya Narayanan Ofeliya Kalaydzhyan Hugues Bouchard 24 0 0 18 Apr 2025
Cognitive Biases in Large Language Models for News Recommendation Yougang Lyu Xiaoyu Zhang Zhaochun Ren Maarten de Rijke 18 2 0 03 Oct 2024
AstroMLab 2: AstroLLaMA-2-70B Model and Benchmarking Specialised LLMs for Astronomy Rui Pan Tuan Dung Nguyen Hardik Arora Alberto Accomazzi Tirthankar Ghosal Yuan-Sen Ting 16 0 0 29 Sep 2024
EventChat: Implementation and user-centric evaluation of a large language model-driven conversational recommender system for exploring leisure events in an SME context Hannes Kunstmann J. Ollier Joel Persson F. Wangenheim 33 0 0 05 Jul 2024
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys) Yashar Deldjoo Zhankui He Julian McAuley A. Korikov Scott Sanner Arnau Ramisa René Vidal M. Sathiamoorthy Atoosa Kasirzadeh Silvia Milano VLM 26 30 0 31 Mar 2024
G-Meta: Distributed Meta Learning in GPU Clusters for Large-Scale Recommender Systems Youshao Xiao Shangchun Zhao Zhenglei Zhou Zhaoxin Huan Lin Ju Xiaolu Zhang Lin Wang Jun Zhou OffRL 23 8 0 09 Jan 2024
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
LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking Zhenrui Yue Sara Rabhi G. D. S. P. Moreira Dong Wang Even Oldridge LRM 41 36 0 25 Oct 2023
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions Lei Li Yongfeng Zhang Dugang Liu L. Chen 3DV LRM 27 67 0 03 Sep 2023