Neural Rating Regression with Abstractive Tips Generation for Recommendation

1 August 2017

Papers citing "Neural Rating Regression with Abstractive Tips Generation for Recommendation"

39 / 39 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 406 0 0 19 Apr 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 124 8 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 62 0 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 124 0 0 15 Oct 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 110 0 0 19 Aug 2024
XRec: Large Language Models for Explainable Recommendation Qiyao Ma Xubin Ren Chao Huang LRM 87 23 0 04 Jun 2024
Multi-Metric AutoRec for High Dimensional and Sparse User Behavior Data Prediction Cheng Liang Teng Huang Yi He Song Deng Di Wu Xin Luo 46 0 0 20 Dec 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 107 6 0 14 Oct 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 107 48 0 21 Sep 2022
On Faithfulness and Coherence of Language Explanations for Recommendation Systems Zhouhang Xie Julian McAuley Bodhisattwa Prasad Majumder LRM 77 1 0 12 Sep 2022
Factual and Informative Review Generation for Explainable Recommendation Zhouhang Xie Sameer Singh Julian McAuley Bodhisattwa Prasad Majumder 106 26 0 12 Sep 2022
Personalized Showcases: Generating Multi-Modal Explanations for Recommendations An Yan Zhankui He Jiacheng Li Tianyang Zhang Julian McAuley 86 37 0 30 Jun 2022
Generating Tips from Song Reviews: A New Dataset and Framework Jingya Zang Cuiyun Gao Yupan Chen Ruifeng Xu Lanjun Zhou Xuan Wang 67 1 0 14 May 2022
PI-NLF: A Proportional-Integral Approach for Non-negative Latent Factor Analysis Ye Yuan Xin Luo 32 0 0 05 May 2022
Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5) Shijie Geng Shuchang Liu Zuohui Fu Yingqiang Ge Yongfeng Zhang VLM AI4TS 178 491 0 24 Mar 2022
Graph-based Extractive Explainer for Recommendations Peifeng Wang Renqin Cai Hongning Wang 83 14 0 20 Feb 2022
Comparative Explanations of Recommendations Aobo Yang Nan Wang Renqin Cai Hongbo Deng Hongning Wang 124 12 0 01 Nov 2021
Counterfactual Explainable Recommendation Juntao Tan Shuyuan Xu Yingqiang Ge Yunqi Li Xu Chen Yongfeng Zhang CML 81 147 0 24 Aug 2021
Debiased Explainable Pairwise Ranking from Implicit Feedback Khalil Damak Sami Khenissi O. Nasraoui 71 17 0 30 Jul 2021
Personalized Transformer for Explainable Recommendation Lei Li Yongfeng Zhang Li Chen 134 140 0 25 May 2021
Be Causal: De-biasing Social Network Confounding in Recommendation Qian Li Xiang-jian Wang Guandong Xu CML 96 56 0 17 May 2021
A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation Le Wu Xiangnan He Xiang Wang Kun Zhang Meng Wang HAI 162 299 0 27 Apr 2021
Explanation as a Defense of Recommendation Aobo Yang Nan Wang Hongbo Deng Hongning Wang AAML 62 23 0 24 Jan 2021
Generate Natural Language Explanations for Recommendation H. Chen Xu Chen Shaoyun Shi Yongfeng Zhang LRM 77 60 0 09 Jan 2021
A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss Hou Pong Chan Wang Chen Irwin King VLM 66 29 0 02 Jun 2020
Interacting with Explanations through Critiquing Diego Antognini C. Musat Boi Faltings 59 22 0 22 May 2020
Survey for Trust-aware Recommender Systems: A Deep Learning Perspective Manqing Dong Feng Yuan Lina Yao Xianzhi Wang Xiwei Xu Liming Zhu 68 8 0 08 Apr 2020
AliCoCo: Alibaba E-commerce Cognitive Concept Net Xusheng Luo Luxin Liu Yanting Yang Le Bo Yuanpeng Cao Jinhang Wu Qiang Li Keping Yang Kenny Q. Zhu 79 67 0 30 Mar 2020
Developing Multi-Task Recommendations with Long-Term Rewards via Policy Distilled Reinforcement Learning Xi Liu Li Li Ping-Chun Hsieh Muhe Xie Yong Ge Rui Chen OffRL 44 3 0 27 Jan 2020
Hybrid Deep Embedding for Recommendations with Dynamic Aspect-Level Explanations Huanrui Luo Ning Yang Philip S. Yu 50 5 0 18 Jan 2020
PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender Systems Azin Ghazimatin Oana Balalau Rishiraj Saha Roy Gerhard Weikum FAtt 107 99 0 19 Nov 2019
SoulMate: Short-text author linking through Multi-aspect temporal-textual embedding Saeed Najafipour Saeid Hosseini Wen Hua M. Kangavari Xiaofang Zhou 50 17 0 27 Oct 2019
Meta Matrix Factorization for Federated Rating Predictions Yujie Lin Pengjie Ren Zhumin Chen Zhaochun Ren Dongxiao Yu Jun Ma Maarten de Rijke Xiuzhen Cheng 109 121 0 22 Oct 2019
Conceptualize and Infer User Needs in E-commerce Xusheng Luo Yanting Yang Kenny Q. Zhu Yu Gong Keping Yang 54 14 0 08 Oct 2019
SeER: An Explainable Deep Learning MIDI-based Hybrid Song Recommender System Khalil Damak O. Nasraoui 43 6 0 25 Jun 2019
Persona-Aware Tips Generation Piji Li Zihao Wang Lidong Bing Wai Lam 75 41 0 06 Mar 2019
LRMM: Learning to Recommend with Missing Modalities Cheng Wang Mathias Niepert Hui Li 54 26 0 21 Aug 2018
Explainable Recommendation: A Survey and New Perspectives Yongfeng Zhang Xu Chen XAI LRM 124 882 0 30 Apr 2018
Multi-Pointer Co-Attention Networks for Recommendation Yi Tay Anh Tuan Luu S. Hui 3DV 191 290 0 28 Jan 2018