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Personalized Transformer for Explainable Recommendation

25 May 2021

Papers citing "Personalized Transformer for Explainable Recommendation"

48 / 48 papers shown

Title
How Reliable are LLMs for Reasoning on the Re-ranking task? Nafis Tanveer Islam Zhiming Zhao LRM 12 0 0 25 Aug 2025
FIRE: Faithful Interpretable Recommendation Explanations S.M.F. Sani Asal Meskin Mohammad Amanlou Hamid R. Rabiee LRM 20 0 0 07 Aug 2025
Explainable Recommendation with Simulated Human Feedback Jiakai Tang Jingsen Zhang Zihang Tian Xueyang Feng Lei Wang Xu Chen OffRL 528 1 0 19 Apr 2025
Personalized Generation In Large Model Era: A Survey Yiyan Xu Jinghao Zhang Alireza Salemi Xinting Hu Wenjie Wang Fuli Feng Hamed Zamani Xiangnan He Tat-Seng Chua 3DV 278 15 0 04 Mar 2025
G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation Yuhan Li Xinni Zhang Linhao Luo Heng Chang Yuxiang Ren Irwin King Jiajian Li 150 18 0 18 Feb 2025
Disentangling Likes and Dislikes in Personalized Generative Explainable Recommendation Ryotaro Shimizu Takashi Wada Yu Wang Johannes Kruse Sean O'Brien ... Yuya Yoshikawa Yuki Saito Fugee Tsung M. Goto Julian McAuley 104 2 0 17 Oct 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 132 0 0 15 Oct 2024
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey Zihao Li Chao Yang Yakun Chen Xianzhi Wang Hongxu Chen Guandong Xu Lina Yao Quan Z. Sheng GNN 102 14 0 27 Aug 2024
MAPLE: Enhancing Review Generation with Multi-Aspect Prompt LEarning in Explainable Recommendation Ching-Wen Yang Zhi-Quan Feng Ying-Jia Lin Che-Wei Chen Kun-da Wu Hao Xu Jui-Feng Yao Hung-Yu Kao LRM VLM 138 2 0 19 Aug 2024
XRec: Large Language Models for Explainable Recommendation Qiyao Ma Xubin Ren Chao Huang LRM 123 35 0 04 Jun 2024
Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization Yu-Min Tseng Yu-Chao Huang Teng-Yun Hsiao Yu-Ching Hsu Chao-Wei Huang Jia-Yin Foo Yun-Nung Chen LLMAG 570 124 0 03 Jun 2024
Stability of Explainable Recommendation Sairamvinay Vijayaraghavan Prasant Mohapatra AAML 105 1 0 03 May 2024
Robust Explainable Recommendation Sairamvinay Vijayaraghavan Prasant Mohapatra AAML 105 2 0 03 May 2024
Modeling the Quality of Dialogical Explanations Milad Alshomary Felix Lange Meisam Booshehri Meghdut Sengupta Philipp Cimiano Henning Wachsmuth 108 2 0 01 Mar 2024
PAP-REC: Personalized Automatic Prompt for Recommendation Language Model Zelong Li Jianchao Ji Yingqiang Ge Qingfeng Lan Zelong Li 101 6 0 01 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 140 10 0 31 Jan 2024
Comparing Pre-trained Human Language Models: Is it Better with Human Context as Groups, Individual Traits, or Both? Nikita Soni Niranjan Balasubramanian H. Andrew Schwartz Dirk Hovy 163 4 0 23 Jan 2024
Diffusion-EXR: Controllable Review Generation for Explainable Recommendation via Diffusion Models Ling Li Shaohua Li Winda Marantika Alex C. Kot Huijing Zhan 213 2 0 24 Dec 2023
The Problem of Coherence in Natural Language Explanations of Recommendations Jakub Raczynski Mateusz Lango Jerzy Stefanowski 154 8 0 18 Dec 2023
Large Human Language Models: A Need and the Challenges Nikita Soni H. Andrew Schwartz João Sedoc Niranjan Balasubramanian ALM AI4CE 147 13 0 09 Nov 2023
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions Lei Li Zelong Li Dugang Liu Lixing Chen 3DV LRM 145 89 0 03 Sep 2023
Knowledge-grounded Natural Language Recommendation Explanation Anthony Colas Jun Araki Zhengyu Zhou Bingqing Wang Z. Feng 91 9 0 30 Aug 2023
LLMRec: Benchmarking Large Language Models on Recommendation Task Junling Liu Chao-Hong Liu Peilin Zhou Qichen Ye Dading Chong ... Yueqi Xie Dongyuan Li Shoujin Wang Chenyu You Philip S.Yu ALM LRM 108 38 0 23 Aug 2023
When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities Jin Chen Zheng Liu Xunpeng Huang Chenwang Wu Qi Liu ... Yuxuan Lei Xiaolong Chen Xingmei Wang Defu Lian Enhong Chen ALM 134 174 0 31 Jul 2023
Comparing Apples to Apples: Generating Aspect-Aware Comparative Sentences from User Reviews J. Echterhoff An Yan Julian McAuley 104 1 0 05 Jul 2023
Counterfactual Collaborative Reasoning Jianchao Ji Zelong Li Shuyuan Xu Max Xiong Juntao Tan Yingqiang Ge Hao Wang Zelong Li CML LRM 142 11 0 30 Jun 2023
VIP5: Towards Multimodal Foundation Models for Recommendation Shijie Geng Juntao Tan Shuchang Liu Zuohui Fu Zelong Li 152 86 0 23 May 2023
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System Yunfan Gao Tao Sheng Youlin Xiang Yun Xiong Haofen Wang Jiawei Zhang RALM KELM 251 326 0 25 Mar 2023
COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation Nan Wang Qifan Wang Yi-Chia Wang Maziar Sanjabi Jingzhou Liu Hamed Firooz Hongning Wang Shaoliang Nie 141 6 0 14 Oct 2022
UCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in Recommendation Jiacheng Li Zhankui He Jingbo Shang Julian McAuley 95 16 0 28 Sep 2022
A Comprehensive Survey on Trustworthy Recommender Systems Wenqi Fan Xiangyu Zhao Xiao Chen Jingran Su Jingtong Gao ... Qidong Liu Yiqi Wang Hanfeng Xu Lei Chen Qing Li FaML 138 49 0 21 Sep 2022
On Faithfulness and Coherence of Language Explanations for Recommendation Systems Zhouhang Xie Julian McAuley Bodhisattwa Prasad Majumder LRM 98 1 0 12 Sep 2022
Factual and Informative Review Generation for Explainable Recommendation Zhouhang Xie Sameer Singh Julian McAuley Bodhisattwa Prasad Majumder 141 28 0 12 Sep 2022
"Mama Always Had a Way of Explaining Things So I Could Understand'': A Dialogue Corpus for Learning to Construct Explanations Henning Wachsmuth Milad Alshomary 80 12 0 06 Sep 2022
Learn Basic Skills and Reuse: Modularized Adaptive Neural Architecture Search (MANAS) H. Chen Yunqi Li He Zhu Zelong Li 120 6 0 23 Aug 2022
Towards Generating Robust, Fair, and Emotion-Aware Explanations for Recommender Systems Bingbing Wen Yunhe Feng Zelong Li Chirag Shah 83 2 0 17 Aug 2022
Bundle MCR: Towards Conversational Bundle Recommendation Zhankui He Handong Zhao Tong Yu Sungchul Kim F. Du Julian McAuley 104 23 0 26 Jul 2022
Personalized Showcases: Generating Multi-Modal Explanations for Recommendations An Yan Zhankui He Jiacheng Li Tianyang Zhang Julian McAuley 106 45 0 30 Jun 2022
Fairness in Recommendation: Foundations, Methods and Applications Yunqi Li H. Chen Shuyuan Xu Yingqiang Ge Juntao Tan Shuchang Liu Zelong Li FaML OffRL 242 64 0 26 May 2022
Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5) Shijie Geng Shuchang Liu Zuohui Fu Yingqiang Ge Zelong Li VLM AI4TS 305 564 0 24 Mar 2022
Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning Juntao Tan Shijie Geng Zuohui Fu Yingqiang Ge Shuyuan Xu Yunqi Li Zelong Li 112 126 0 17 Feb 2022
Personalized Prompt Learning for Explainable Recommendation Lei Li Zelong Li Li Chen LRM 91 191 0 15 Feb 2022
Measuring "Why" in Recommender Systems: a Comprehensive Survey on the Evaluation of Explainable Recommendation Xu Chen Zelong Li Jingxuan Wen XAI ELM OffRL 75 37 0 14 Feb 2022
From Intrinsic to Counterfactual: On the Explainability of Contextualized Recommender Systems Yao Zhou Haonan Wang Jingrui He Haixun Wang 108 15 0 28 Oct 2021
Problem Learning: Towards the Free Will of Machines Zelong Li FaML 88 2 0 01 Sep 2021
Counterfactual Explainable Recommendation Juntao Tan Shuyuan Xu Yingqiang Ge Yunqi Li Xu Chen Zelong Li CML 140 157 0 24 Aug 2021
Attention-like feature explanation for tabular data A. Konstantinov Lev V. Utkin FAtt 133 5 0 10 Aug 2021
Local Interpretations for Explainable Natural Language Processing: A Survey Siwen Luo Hamish Ivison S. Han Josiah Poon MILM 164 56 0 20 Mar 2021