Explainable Recommendation via Multi-Task Learning in Opinionated Text Data

10 June 2018

Papers citing "Explainable Recommendation via Multi-Task Learning in Opinionated Text Data"

22 / 22 papers shown

Title
Display Content, Display Methods and Evaluation Methods of the HCI in Explainable Recommender Systems: A Survey Weiqing Li Yue Xu Yuefeng Li Yinghui Huang 38 0 0 14 May 2025
HF4Rec: Human-Like Feedback-Driven Optimization Framework for Explainable Recommendation Jiakai Tang Jingsen Zhang Zihang Tian Xueyang Feng Lei Wang Xu Chen OffRL 252 0 0 19 Apr 2025
AOTree: Aspect Order Tree-based Model for Explainable Recommendation Wenxin Zhao Peng Zhang Hansu Gu Dongsheng Li Tun Lu Ning Gu 38 0 0 29 Jul 2024
Stability of Explainable Recommendation Sairamvinay Vijayaraghavan Prasant Mohapatra AAML 49 1 0 03 May 2024
Robust Explainable Recommendation Sairamvinay Vijayaraghavan Prasant Mohapatra AAML 45 0 0 03 May 2024
Towards Explainable Collaborative Filtering with Taste Clusters Learning Yuntao Du Jianxun Lian Jing Yao Xiting Wang Mingqi Wu Lu Chen Yunjun Gao Xing Xie FedML 30 6 0 27 Apr 2023
Explaining Recommendation System Using Counterfactual Textual Explanations Niloofar Ranjbar S. Momtazi MohammadMehdi Homayounpour 37 4 0 14 Mar 2023
Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank Tanya Chowdhury Razieh Rahimi James Allan FAtt 40 18 0 24 Dec 2022
Learning to Counterfactually Explain Recommendations Yuanshun Yao Chong Wang Hang Li CML OffRL 22 1 0 17 Nov 2022
Situating Recommender Systems in Practice: Towards Inductive Learning and Incremental Updates Tobias Schnabel Mengting Wan Longqi Yang HAI 27 9 0 11 Nov 2022
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 33 6 0 14 Oct 2022
Explainability in Music Recommender Systems Darius Afchar Alessandro B. Melchiorre Markus Schedl Romain Hennequin Elena V. Epure Manuel Moussallam 39 48 0 25 Jan 2022
Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters Xiangru Lian Binhang Yuan Xuefeng Zhu Yulong Wang Yongjun He ... Lei Yuan Hai-bo Yu Sen Yang Ce Zhang Ji Liu VLM 33 34 0 10 Nov 2021
Comparative Explanations of Recommendations Aobo Yang Nan Wang Renqin Cai Hongbo Deng Hongning Wang 31 11 0 01 Nov 2021
From Intrinsic to Counterfactual: On the Explainability of Contextualized Recommender Systems Yao Zhou Haonan Wang Jingrui He Haixun Wang 39 15 0 28 Oct 2021
Counterfactual Explainable Recommendation Juntao Tan Shuyuan Xu Yingqiang Ge Yunqi Li Xu Chen Yongfeng Zhang CML 40 141 0 24 Aug 2021
Deep Latent Emotion Network for Multi-Task Learning Huangbin Zhang Chong Zhao Yu Zhang Danlei Wang Haichao Yang 22 2 0 18 Apr 2021
Explanation as a Defense of Recommendation Aobo Yang Nan Wang Hongbo Deng Hongning Wang AAML 20 23 0 24 Jan 2021
Generate Natural Language Explanations for Recommendation H. Chen Xu Chen Shaoyun Shi Yongfeng Zhang LRM 22 60 0 09 Jan 2021
CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network Cheng Zhao Chenliang Li Rong Xiao Hongbo Deng Aixin Sun LRM 24 174 0 21 May 2020
PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender Systems Azin Ghazimatin Oana Balalau Rishiraj Saha Roy Gerhard Weikum FAtt 27 97 0 19 Nov 2019
Explainable Recommendation: A Survey and New Perspectives Yongfeng Zhang Xu Chen XAI LRM 52 867 0 30 Apr 2018