GenRec: Large Language Model for Generative Recommendation

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GenRec: Large Language Model for Generative Recommendation

2 July 2023

Juntao Tan

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Papers citing "GenRec: Large Language Model for Generative Recommendation"

13 / 13 papers shown

Title
GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Krishna Acharya Aleksandr Petrov Juba Ziani DiffM RALM VLM 76 0 0 02 Jun 2025
Semantic-enhanced Co-attention Prompt Learning for Non-overlapping Cross-Domain Recommendation Lei Guo Chenlong Song Feng Guo Xiaohui Han Xiaojun Chang Lei Zhu 45 0 0 25 May 2025
ThinkRec: Thinking-based recommendation via LLM Qihang Yu Kairui Fu Shengyu Zhang Zheqi Lv Fan Wu Fei Wu LRM 40 0 0 21 May 2025
HSTU-BLaIR: Lightweight Contrastive Text Embedding for Generative Recommender Yijun Liu AI4TS 64 0 0 13 Apr 2025
Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement Learning J. Lin Tian Wang Kun Qian LRM 127 7 0 31 Mar 2025
Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis Lanling Xu Junjie Zhang Bingqian Li Jinpeng Wang Sheng Chen Wayne Xin Zhao Ji-Rong Wen 183 18 0 17 Jan 2025
End-to-end Training for Recommendation with Language-based User Profiles Zhaolin Gao Joyce Zhou Yijia Dai Thorsten Joachims AI4Ed 153 4 0 24 Oct 2024
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation Xiaoyu Kong Jiancan Wu An Zhang Leheng Sheng Hui Lin Xiang Wang Xiangnan He AI4TS 171 10 0 19 Aug 2024
Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation Ziyan Wang Yingpeng Du Zhu Sun Haoyan Chua Kaidong Feng Wenya Wang Jie Zhang LRM KELM 64 6 0 25 Mar 2024
Integrating Large Language Models with Graphical Session-Based Recommendation Naicheng Guo Hongwei Cheng Qianqiao Liang Lin Chen Bing Han 97 5 0 26 Feb 2024
Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review A. Vats Vinija Jain Rahul Raja Aman Chadha LRM 107 14 0 11 Feb 2024
Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion Jinheon Baek N. Chandrasekaran Silviu Cucerzan Allen Herring S. Jauhar RALM KELM 99 41 0 10 Nov 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