Personalized Prompt Learning for Explainable Recommendation

15 February 2022

Papers citing "Personalized Prompt Learning for Explainable Recommendation"

22 / 22 papers shown

Title
HF4Rec: Human-Like Feedback-Driven Optimization Framework for Explainable Recommendation Jiakai Tang Jingsen Zhang Zihang Tian Xueyang Feng Lei Wang Xu Chen OffRL 219 0 0 19 Apr 2025
UQABench: Evaluating User Embedding for Prompting LLMs in Personalized Question Answering L. Liu Shilei Liu Yujin Yuan Wenjie Qu Bencheng Yan ... Di Wang Wenbo Su Pengjie Wang Jian Xu Bo Zheng 64 1 0 26 Feb 2025
G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation Yuhan Li Xinni Zhang Linhao Luo Heng Chang Yuxiang Ren Irwin King Jiyang Li 65 4 0 18 Feb 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 Zhicheng Dou 85 18 0 17 Jan 2025
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation Qiang Liu Zhaopeng Qiu Xiangyu Zhao X. Wu Zijian Zhang Tong Xu Feng Tian 41 0 0 31 Dec 2024
Prompt Tuning for Item Cold-start Recommendation Yuezihan Jiang Gaode Chen Wenhan Zhang Rongxiang Weng Yinjie Jiang Qi Zhang Jingjian Lin Peng Jiang Kaigui Bian VLM 47 0 0 24 Dec 2024
GaVaMoE: Gaussian-Variational Gated Mixture of Experts for Explainable Recommendation Fei Tang Yongliang Shen Hang Zhang Zeqi Tan Wenqi Zhang Guiyang Hou Kaitao Song Weiming Lu Yueting Zhuang 50 0 0 15 Oct 2024
User Preferences for Large Language Model versus Template-Based Explanations of Movie Recommendations: A Pilot Study Julien Albert Martin Balfroid Miriam Doh Jérémie Bogaert L. L. Fisca Liesbet De Vos Bryan Renard Vincent Stragier Emmanuel Jean LRM 26 0 0 10 Sep 2024
Large Language Models as Evaluators for Recommendation Explanations Xiaoyu Zhang Yishan Li Jiayin Wang Bowen Sun Weizhi Ma Peijie Sun Min Zhang LRM ELM 50 12 0 05 Jun 2024
Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review A. Vats Vinija Jain Rahul Raja Aman Chadha LRM 28 13 0 11 Feb 2024
Uncertainty-Aware Explainable Recommendation with Large Language Models Yicui Peng Hao Chen C. Lin Guo Huang Jinrong Hu Hui Guo Bin Kong Shu Hu Xi Wu Xin Wang LRM 58 8 0 31 Jan 2024
Hypergraph Enhanced Knowledge Tree Prompt Learning for Next-Basket Recommendation Zi-Feng Mai Chang-Dong Wang Zhongjie Zeng Ya Li Jiaquan Chen Philip S. Yu 29 1 0 26 Dec 2023
The Problem of Coherence in Natural Language Explanations of Recommendations Jakub Raczynski Mateusz Lango Jerzy Stefanowski 37 6 0 18 Dec 2023
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 48 27 0 07 Sep 2023
System-Initiated Transitions from Chit-Chat to Task-Oriented Dialogues with Transition Info Extractor and Transition Sentence Generator Ye Liu Stefan Ultes Wolfgang Minker Wolfgang Maier 22 3 0 06 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 63 311 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 40 8 0 29 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 53 359 0 31 May 2023
VIP5: Towards Multimodal Foundation Models for Recommendation Shijie Geng Juntao Tan Shuchang Liu Zuohui Fu Yongfeng Zhang 32 71 0 23 May 2023
Explainable Recommender with Geometric Information Bottleneck Hanqi Yan Lin Gui Menghan Wang Kun Zhang Yulan He 21 2 0 09 May 2023
A Survey of Graph Prompting Methods: Techniques, Applications, and Challenges Xuansheng Wu Kaixiong Zhou Mingchen Sun Xin Wang Ninghao Liu 64 12 0 13 Mar 2023
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 225 621 0 03 Sep 2019