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A Survey on Conversational Recommender Systems

1 April 2020

Papers citing "A Survey on Conversational Recommender Systems"

50 / 108 papers shown

Title
Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue Yuanxing Liu Wei-Nan Zhang Yifan Chen Yuchi Zhang Haopeng Bai Fan Feng Hengbin Cui Yongbin Li Wanxiang Che 84 24 0 23 Oct 2023
MuseChat: A Conversational Music Recommendation System for Videos Zhikang Dong Bin Chen Xiulong Liu Paweł Polak Peng Zhang LRM 121 27 0 10 Oct 2023
ChoiceMates: Supporting Unfamiliar Online Decision-Making with Multi-Agent Conversational Interactions Jeongeon Park Bryan Min Xiaojuan Ma Juho Kim Xiaojuan Ma Juho Kim 118 18 0 02 Oct 2023
Interactive Content Diversity and User Exploration in Online Movie Recommenders: A Field Experiment Ruixuan Sun A K Akella Ruoyan Kong Moyan Zhou Joseph Konstan 35 7 0 23 Sep 2023
A Conversation is Worth A Thousand Recommendations: A Survey of Holistic Conversational Recommender Systems Chuang Li Hengchang Hu Yan Zhang Min-Yen Kan Haizhou Li 101 5 0 14 Sep 2023
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions Lei Li Yongfeng Zhang Dugang Liu Lixing Chen 3DV LRM 98 76 0 03 Sep 2023
Incorporating Recklessness to Collaborative Filtering based Recommender Systems Diego Pérez-López Fernando Ortega Ángel González-Prieto Jorge Duenas-Lerín 57 2 0 03 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 94 132 0 31 Jul 2023
Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences Scott Sanner K. Balog Filip Radlinski Benjamin D. Wedin Lucas Dixon 101 102 0 26 Jul 2023
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets Yu Lu Junwei Bao Zichen Ma Xiaoguang Han Youzheng Wu Shuguang Cui Xiaodong He 65 3 0 16 Jun 2023
Towards Building Voice-based Conversational Recommender Systems: Datasets, Potential Solutions, and Prospects Xinghua Qu Hongyang Liu Zhu Sun Xiang Yin Yew-Soon Ong Lu Lu Zejun Ma 121 3 0 14 Jun 2023
How Can Recommender Systems Benefit from Large Language Models: A Survey Jianghao Lin Xinyi Dai Yunjia Xi Weiwen Liu Bo Chen ... Chenxu Zhu Huifeng Guo Yong Yu Ruiming Tang Weinan Zhang LRM 187 224 0 09 Jun 2023
Interactive Explanation with Varying Level of Details in an Explainable Scientific Literature Recommender System Mouadh Guesmi Mohamed Amine Chatti Shoeb Joarder Qurat Ul Ain R. Alatrash Clara Siepmann Tannaz Vahidi 65 12 0 09 Jun 2023
Improving Conversational Recommendation Systems via Counterfactual Data Simulation Xiaolei Wang Kun Zhou Xinyu Tang Wayne Xin Zhao Fan Pan Bo Zhao Ji-Rong Wen 112 14 0 05 Jun 2023
Towards Explainable Conversational Recommender Systems Shuyu Guo Shuo Zhang Weiwei Sun Fajie Yuan Zhumin Chen Zhaochun Ren LRM 67 15 0 27 May 2023
Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models Xiaolei Wang Xinyu Tang Wayne Xin Zhao Jingyuan Wang Ji-Rong Wen ALM 95 54 0 22 May 2023
Visualization for Recommendation Explainability: A Survey and New Perspectives Mohamed Amine Chatti Mouadh Guesmi Arham Muslim XAI HAI LRM 67 7 0 19 May 2023
Leveraging Large Language Models in Conversational Recommender Systems Luke Friedman Sameer Ahuja David Allen Zhenning Tan Hakim Sidahmed ... Ajay Patel Harsh Lara Brian Chu Zexiang Chen Manoj Kumar Tiwari 120 110 0 13 May 2023
Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach Junjie Zhang Ruobing Xie Yupeng Hou Wayne Xin Zhao Leyu Lin Ji-Rong Wen 107 227 0 11 May 2023
Multi-Task End-to-End Training Improves Conversational Recommendation Naveen Ram Dima Kuzmin E. Chio M. Alzantot Santiago Ontanon Ambarish Jash Judith Yue Li 28 3 0 08 May 2023
Sparks of Artificial General Recommender (AGR): Early Experiments with ChatGPT Guo Lin Yongfeng Zhang LRM 34 15 0 08 May 2023
U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation Yuanxing Liu Weinan Zhang B. Dong Yan Fan Hangyu Wang ... Yifan Chen Ziyu Zhuang Hengbin Cui Yongbin Li Wanxiang Che 81 11 0 05 May 2023
Trust and Transparency in Recommender Systems Clara Siepmann Mohamed Amine Chatti 67 3 0 17 Apr 2023
A Human Subject Study of Named Entity Recognition (NER) in Conversational Music Recommendation Queries Elena V. Epure Romain Hennequin 48 5 0 13 Mar 2023
Beyond Single Items: Exploring User Preferences in Item Sets with the Conversational Playlist Curation Dataset Arun Tejasvi Chaganty Megan Leszczynski Shu Zhen Zhang Ravi Ganti K. Balog Filip Radlinski 132 10 0 13 Mar 2023
Recommender Systems: A Primer P. Castells Dietmar Jannach OffRL 55 5 0 06 Feb 2023
Semantic Parsing for Conversational Question Answering over Knowledge Graphs Laura Perez-Beltrachini Parag Jain Emilio Monti Mirella Lapata 87 11 0 28 Jan 2023
Talk the Walk: Synthetic Data Generation for Conversational Music Recommendation Megan Leszczynski Shu Zhen Zhang Ravi Ganti K. Balog Filip Radlinski Fernando Pereira Arun Tejasvi Chaganty 80 8 0 27 Jan 2023
MANER: Mask Augmented Named Entity Recognition for Extreme Low-Resource Languages Shashank Sonkar Zichao Wang Richard G. Baraniuk 56 1 0 19 Dec 2022
COLA: Improving Conversational Recommender Systems by Collaborative Augmentation Dongding Lin Jian Wang Wenjie Li 71 13 0 15 Dec 2022
Evaluation of Synthetic Datasets for Conversational Recommender Systems Harsh Lara Manoj Kumar Tiwari SyDa 35 7 0 12 Dec 2022
Intent Recognition in Conversational Recommender Systems Sahar Moradizeyveh 107 5 0 06 Dec 2022
A Survey on Conversational Search and Applications in Biomedicine Naga Sai Krishna Adatrao Gowtham Reddy Gadireddy Jiho Noh MedIm 64 4 0 28 Nov 2022
Aligning Recommendation and Conversation via Dual Imitation Jinfeng Zhou Bo Wang Minlie Huang Dongming Zhao Kun Huang Ruifang He Yuexian Hou 106 7 0 05 Nov 2022
The Long Tail of Context: Does it Exist and Matter? Konstantin Bauman Alexey Vasilev Alexander Tuzhilin 45 1 0 03 Oct 2022
INFACT: An Online Human Evaluation Framework for Conversational Recommendation A. Manzoor Dietmar Jannach OffRL 31 3 0 07 Sep 2022
Evaluating Conversational Recommender Systems: A Landscape of Research Dietmar Jannach 53 28 0 25 Aug 2022
INSPIRED2: An Improved Dataset for Sociable Conversational Recommendation A. Manzoor Dietmar Jannach 108 5 0 08 Aug 2022
Follow Me: Conversation Planning for Target-driven Recommendation Dialogue Systems Jian Wang Dongding Lin Wenjie Li 65 10 0 06 Aug 2022
User-Centric Conversational Recommendation with Multi-Aspect User Modeling Shuokai Li Ruobing Xie Yongchun Zhu Xiang Ao Fuzhen Zhuang Qing He 97 52 0 20 Apr 2022
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems Yang Deng Wenxuan Zhang Weiwen Xu Wenqiang Lei Tat-Seng Chua W. Lam LRM 109 66 0 14 Apr 2022
"Does it come in black?" CLIP-like models are zero-shot recommenders P. Chia Jacopo Tagliabue Federico Bianchi C. Greco Diogo Gonçalves VLM HAI 61 7 0 05 Apr 2022
Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems Weiwei Sun Shuyu Guo Shuo Zhang Fajie Yuan Zhumin Chen Maarten de Rijke Zhaochun Ren ELM 116 5 0 02 Apr 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 188 494 0 24 Mar 2022
Impacts of Personal Characteristics on User Trust in Conversational Recommender Systems Wanling Cai Yucheng Jin Lixing Chen 96 45 0 24 Mar 2022
Conversational Recommendation: A Grand AI Challenge Dietmar Jannach Lixing Chen 80 20 0 17 Mar 2022
KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems Chongming Gao Shijun Li Wenqiang Lei Jiawei Chen Biao Li Peng Jiang Xiangnan He Jiaxin Mao Tat-Seng Chua 104 145 0 22 Feb 2022
Unintended Bias in Language Model-driven Conversational Recommendation Tianshu Shen Jiaru Li Mohamed Reda Bouadjenek Zheda Mai Scott Sanner 68 7 0 17 Jan 2022
Machine Learning for Utility Prediction in Argument-Based Computational Persuasion Ivan Donadello Anthony Hunter Stefano Teso M. Dragoni 143 14 0 09 Dec 2021
Conversational Recommendation: Theoretical Model and Complexity Analysis Tommaso Di Noia F. Donini Dietmar Jannach FedelucioNarducci Claudio Pomo 162 7 0 10 Nov 2021