Understanding User Intent Modeling for Conversational Recommender
Systems: A Systematic Literature Review

Understanding User Intent Modeling for Conversational Recommender Systems: A Systematic Literature Review

5 August 2023

Siamak Farshidi

Ali Dadashzadeh

Morteza Ziabakhsh

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Papers citing "Understanding User Intent Modeling for Conversational Recommender Systems: A Systematic Literature Review"

16 / 16 papers shown

Title
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 98 545 0 07 Mar 2023
Causal Disentanglement for Semantics-Aware Intent Learning in Recommendation Xiang-jian Wang Qian Li Dianer Yu Peng Cui Zhichao Wang Guandong Xu CML 88 31 0 05 Feb 2022
Intent Contrastive Learning for Sequential Recommendation Yong-Guang Chen Zhiwei Liu Jia Li Julian McAuley Caiming Xiong 78 308 0 05 Feb 2022
Learning Intents behind Interactions with Knowledge Graph for Recommendation Xiang Wang Tinglin Huang Dingxian Wang Yancheng Yuan Zhenguang Liu Xiangnan He Tat-Seng Chua 118 428 0 14 Feb 2021
Discovering New Intents with Deep Aligned Clustering Hanlei Zhang Hua Xu Ting-En Lin Rui Lv 87 119 0 16 Dec 2020
Leveraging Historical Interaction Data for Improving Conversational Recommender System Kun Zhou Wayne Xin Zhao Hui Wang Sirui Wang Fuzheng Zhang Zhongyuan Wang Ji-Rong Wen 41 31 0 19 Aug 2020
An Empirical Analysis of Backward Compatibility in Machine Learning Systems Megha Srivastava Besmira Nushi Ece Kamar S. Shah Eric Horvitz AAML 84 47 0 11 Aug 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 445 20,298 0 23 Oct 2019
Differential Privacy Has Disparate Impact on Model Accuracy Eugene Bagdasaryan Vitaly Shmatikov 149 481 0 28 May 2019
Zero-shot User Intent Detection via Capsule Neural Networks Congying Xia Chenwei Zhang Xiaohui Yan Yi-Ju Chang Philip S. Yu 3DPC VLM 67 209 0 02 Sep 2018
Facial Expression Analysis under Partial Occlusion: A Survey Ligang Zhang B. Verma D. Tjondronegoro V. Chandran CVBM 56 521 0 24 Feb 2018
A Survey of Machine Learning for Big Code and Naturalness Miltiadis Allamanis Earl T. Barr Premkumar T. Devanbu Charles Sutton 113 860 0 18 Sep 2017
Recurrent Neural Networks with Top-k Gains for Session-based Recommendations Balázs Hidasi Alexandros Karatzoglou 61 830 0 12 Jun 2017
Product-based Neural Networks for User Response Prediction Yanru Qu Han Cai Kan Ren Weinan Zhang Yong Yu Ying Wen Jun Wang 86 716 0 01 Nov 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.2K 17,027 0 16 Feb 2016
The Use of Machine Learning Algorithms in Recommender Systems: A Systematic Review I. Portugal Paulo S. C. Alencar Donald D. Cowan 126 612 0 17 Nov 2015