A Survey on Conversational Recommender Systems

1 April 2020

Papers citing "A Survey on Conversational Recommender Systems"

37 / 37 papers shown

Title
Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User Xinyu Wang Chunxuan Xia Junyi Li Fanzhe Meng Lei Huang Jinpeng Wang Wayne Xin Zhao Ji-Rong Wen 63 0 0 29 Apr 2025
Are Generative AI Agents Effective Personalized Financial Advisors? Takehiro Takayanagi Kiyoshi Izumi Javier Sanz-Cruzado R. McCreadie I. Ounis AIFin 31 0 0 08 Apr 2025
Cognitive Debiasing Large Language Models for Decision-Making Yougang Lyu Shijie Ren Yue Feng Zihan Wang Z. Chen Z. Z. Ren Maarten de Rijke 38 0 0 05 Apr 2025
Towards Personalized Conversational Sales Agents : Contextual User Profiling for Strategic Action Tongyoung Kim Jeongeun Lee Soojin Yoon S. Kim Dongha Lee 27 0 0 28 Mar 2025
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval Yu Zhang Shutong Qiao Jiaqi Zhang Tzu-Heng Lin Chen Gao Yicong Li LM&Ro LM&MA 90 1 0 07 Mar 2025
Conversational Planning for Personal Plans Konstantina Christakopoulou Iris Qu John Canny Andrew Goodridge Cj Adams Minmin Chen Maja Matarić LLMAG LM&Ro 62 0 0 26 Feb 2025
Diffusion Models in Recommendation Systems: A Survey Ting-Ruen Wei Yi Fang 87 2 0 20 Feb 2025
A Survey on LLM-powered Agents for Recommender Systems Qiyao Peng Hongtao Liu Hua Huang Qing Yang Minglai Shao LLMAG LRM 86 2 0 14 Feb 2025
SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search Hanwen Du B. Peng Xia Ning 38 0 0 12 Oct 2024
FLARE: Fusing Language Models and Collaborative Architectures for Recommender Enhancement Liam Hebert Marialena Kyriakidi Hubert Pham Krishna Sayana James Pine Sukhdeep S. Sodhi Ambarish Jash VLM 56 4 0 18 Sep 2024
EventChat: Implementation and user-centric evaluation of a large language model-driven conversational recommender system for exploring leisure events in an SME context Hannes Kunstmann J. Ollier Joel Persson F. Wangenheim 37 0 0 05 Jul 2024
Retrieval-Augmented Conversational Recommendation with Prompt-based Semi-Structured Natural Language State Tracking Sara Kemper Justin Cui Kai Dicarlantonio Kathy Lin Danjie Tang A. Korikov Scott Sanner 22 11 0 25 May 2024
"I Want It That Way": Enabling Interactive Decision Support Using Large Language Models and Constraint Programming Connor Lawless Jakob Schoeffer Lindy Le Kael Rowan Shilad Sen Cristina St. Hill Jina Suh Bahar Sarrafzadeh 41 8 0 12 Dec 2023
MuseChat: A Conversational Music Recommendation System for Videos Zhikang Dong Bin Chen Xiulong Liu Paweł Polak Peng Zhang LRM 45 26 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 54 15 0 02 Oct 2023
Incorporating Recklessness to Collaborative Filtering based Recommender Systems Diego Pérez-López Fernando Ortega Ángel González-Prieto Jorge Duenas-Lerín 26 1 0 03 Aug 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 21 3 0 16 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 16 9 0 09 Jun 2023
Towards Explainable Conversational Recommender Systems Shuyu Guo Shuo Zhang Weiwei Sun Pengjie Ren Zhumin Chen Z. Ren LRM 18 13 0 27 May 2023
Visualization for Recommendation Explainability: A Survey and New Perspectives Mohamed Amine Chatti Mouadh Guesmi Arham Muslim XAI HAI LRM 30 5 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 32 102 0 13 May 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 22 10 0 13 Mar 2023
Recommender Systems: A Primer P. Castells Dietmar Jannach OffRL 32 5 0 06 Feb 2023
MANER: Mask Augmented Named Entity Recognition for Extreme Low-Resource Languages Shashank Sonkar Zichao Wang Richard G. Baraniuk 29 1 0 19 Dec 2022
COLA: Improving Conversational Recommender Systems by Collaborative Augmentation Dongding Lin Jian Wang Wenjie Li 21 13 0 15 Dec 2022
Intent Recognition in Conversational Recommender Systems Sahar Moradizeyveh 39 5 0 06 Dec 2022
The Long Tail of Context: Does it Exist and Matter? Konstantin Bauman Alexey Vasilev Alexander Tuzhilin 16 1 0 03 Oct 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 38 60 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 26 7 0 05 Apr 2022
Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems Weiwei Sun Shuyu Guo Shuo Zhang Pengjie Ren Zhumin Chen Maarten de Rijke Z. Ren ELM 25 5 0 02 Apr 2022
Conversational Recommendation: A Grand AI Challenge Dietmar Jannach L. Chen 28 18 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 29 131 0 22 Feb 2022
Conversational Recommendation: Theoretical Model and Complexity Analysis Tommaso Di Noia F. Donini Dietmar Jannach FedelucioNarducci Claudio Pomo 21 6 0 10 Nov 2021
Critiquing-based Modeling of Subjective Preferences A. Medlar Jing Li Yang Liu D. Głowacka 14 0 0 22 Oct 2021
Recommender systems based on graph embedding techniques: A comprehensive review Yue Deng 42 22 0 20 Sep 2021
KECRS: Towards Knowledge-Enriched Conversational Recommendation System Tong Zhang Yong-jin Liu Peixiang Zhong Chen Zhang Hao Wang C. Miao 16 29 0 18 May 2021
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 136 273 0 23 Jan 2021