Zero-Shot Recommendation as Language Modeling

8 December 2021

Damien Sileo

Papers citing "Zero-Shot Recommendation as Language Modeling"

22 / 22 papers shown

Title
Large Language Model Driven Recommendation Anton Korikov Scott Sanner Yashar Deldjoo Zhankui He Julian McAuley ... René Vidal M. Sathiamoorthy Atoosa Kasrizadeh Silvia Milano Francesco Ricci 118 0 0 20 Aug 2024
Attention Overflow: Language Model Input Blur during Long-Context Missing Items Recommendation Damien Sileo LRM RALM 60 1 0 18 Jul 2024
A survey on fairness of large language models in e-commerce: progress, application, and challenge Qingyang Ren Zilin Jiang Jinghan Cao Sijia Li Chiqu Li Yiyang Liu Shuning Huo Tiange He Yuan Chen AILaw FaML 101 7 0 15 May 2024
Large Language Models as Conversational Movie Recommenders: A User Study Ruixuan Sun Xinyi Li A K Akella Joseph Konstan 92 5 0 29 Apr 2024
Behavior Alignment: A New Perspective of Evaluating LLM-based Conversational Recommendation Systems Dayu Yang F. Chen Hui Fang ALM 85 11 0 17 Apr 2024
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys) Yashar Deldjoo Zhankui He Julian McAuley Anton Korikov Scott Sanner Arnau Ramisa René Vidal M. Sathiamoorthy Atoosa Kasirzadeh Silvia Milano VLM 152 60 0 31 Mar 2024
Federated Recommendation via Hybrid Retrieval Augmented Generation Huimin Zeng Zhenrui Yue Qian Jiang Dong Wang FedML 105 14 0 07 Mar 2024
Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations Jiaqi Zhai Lucy Liao Xing Liu Yueming Wang Rui Li ... Zhaojie Gong Fangda Gu Michael He Yin-Hua Lu Yu Shi OffRL 102 56 0 27 Feb 2024
LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations Xinyuan Wang Liang Wu Liangjie Hong Hao Liu Yanjie Fu 85 23 0 14 Feb 2024
Improving Sequential Recommendations with LLMs Artun Boz Wouter Zorgdrager Zoe Kotti Jesse Harte Panos Louridas Dietmar Jannach Vassilios Karakoidas Marios Fragkoulis KELM LRM 150 4 0 02 Feb 2024
PAP-REC: Personalized Automatic Prompt for Recommendation Language Model Zelong Li Jianchao Ji Yingqiang Ge Wenyue Hua Yongfeng Zhang 64 6 0 01 Feb 2024
LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking Zhenrui Yue Sara Rabhi Gabriel de Souza P. Moreira Dong Wang Even Oldridge LRM 113 43 0 25 Oct 2023
ChatCounselor: A Large Language Models for Mental Health Support June M. Liu Donghao Li He Cao Tianhe Ren Zeyi Liao Jiamin Wu AI4MH 91 42 0 27 Sep 2023
Pre-trained Neural Recommenders: A Transferable Zero-Shot Framework for Recommendation Systems Junting Wang A. Krishnan Hari Sundaram Yunzhe Li VLM 38 5 0 03 Sep 2023
Generative Job Recommendations with Large Language Model Zhi Zheng Zhaopeng Qiu Xiao Hu Likang Wu Hengshu Zhu Hui Xiong 47 22 0 05 Jul 2023
Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendations Xuansheng Wu Huachi Zhou Yucheng Shi Wenlin Yao Xiao Shi Huang Ninghao Liu LRM 104 13 0 29 Jun 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 187 224 0 09 Jun 2023
A Survey on Large Language Models for Recommendation Likang Wu Zhilan Zheng Zhaopeng Qiu Hao Wang Hongchao Gu ... Chen Zhu Hengshu Zhu Qi Liu Hui Xiong Enhong Chen 176 404 0 31 May 2023
Editable User Profiles for Controllable Text Recommendation Sheshera Mysore Mahmood Jasim Andrew McCallum Hamed Zamani 100 17 0 09 Apr 2023
GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation Jinming Li Wentao Zhang Tiantian Wang Guanglei Xiong Alan Lu Gérard Medioni RALM 78 106 0 08 Apr 2023
Zero-Shot Next-Item Recommendation using Large Pretrained Language Models Lei Wang Ee-Peng Lim LRM 66 58 0 06 Apr 2023
A Survey of Graph Prompting Methods: Techniques, Applications, and Challenges Xuansheng Wu Kaixiong Zhou Mingchen Sun Xin Wang Ninghao Liu 96 12 0 13 Mar 2023