Zero-Shot Next-Item Recommendation using Large Pretrained Language
Models

Zero-Shot Next-Item Recommendation using Large Pretrained Language Models

6 April 2023

Lei Wang

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Papers citing "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"

11 / 11 papers shown

Title
LLMs Think, But Not In Your Flow: Reasoning-Level Personalization for Black-Box Large Language Models Jieyong Kim Tongyoung Kim Soojin Yoon Jaehyung Kim Dongha Lee LRM 66 0 0 27 May 2025
Field Matters: A lightweight LLM-enhanced Method for CTR Prediction Yu Cui Feng Liu Jiawei Chen Yudi Wu Changwang Zhang Jun Wang Yuegang Sun Xiaohu Yang Can Wang 114 0 0 20 May 2025
Enhancing User Intent for Recommendation Systems via Large Language Models Xiaochuan Xu Zeqiu Xu Peiyang Yu Jiani Wang 102 12 0 18 Jan 2025
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
MMREC: LLM Based Multi-Modal Recommender System Jiahao Tian Jinman Zhao Zhenkai Wang Zhicheng Ding 121 14 0 08 Aug 2024
RecGPT: Generative Personalized Prompts for Sequential Recommendation via ChatGPT Training Paradigm Yabin Zhang Wenhui Yu Erhan Zhang Xu Chen Lantao Hu Peng Jiang Kun Gai LRM 89 10 0 06 Apr 2024
Evaluating ChatGPT as a Recommender System: A Rigorous Approach Dario Di Palma Giovanni Maria Biancofiore Vito Walter Anelli Fedelucio Narducci Tommaso Di Noia E. Sciascio ALM 132 30 0 07 Sep 2023
Zero-Shot Recommendations with Pre-Trained Large Language Models for Multimodal Nudging Rachel M. Harrison Anton Dereventsov A. Bibin 76 9 0 02 Sep 2023
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Jianghao Lin Rongjie Shan Chenxu Zhu Kounianhua Du Bo Chen Shigang Quan Ruiming Tang Yong Yu Weinan Zhang LRM 210 93 0 22 Aug 2023
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 171 348 0 05 Jul 2023
S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization Kun Zhou Haibo Wang Wayne Xin Zhao Yutao Zhu Sirui Wang Fuzheng Zhang Zhongyuan Wang Ji-Rong Wen 178 828 0 18 Aug 2020