Towards Knowledge-Based Recommender Dialog System

15 August 2019

Yichang Zhang

Hongxia Yang

Papers citing "Towards Knowledge-Based Recommender Dialog System"

35 / 35 papers shown

Title
From Reviews to Dialogues: Active Synthesis for Zero-Shot LLM-based Conversational Recommender System Rohan Surana Junda Wu Zhouhang Xie Yu Xia Harald Steck Dawen Liang Nathan Kallus Julian McAuley 26 0 0 21 Apr 2025
MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems Yibiao Wei Jie Zou Weikang Guo Guoqing Wang Xing Xu Yang Yang 50 1 0 15 Apr 2025
Vague Preference Policy Learning for Conversational Recommendation Gangyi Zhang Chongming Gao Wenqiang Lei Xiaojie Guo Shijun Li Hongshen Chen Zhuozhi Ding Sulong Xu Lingfei Wu 68 1 0 24 Feb 2025
Bridging Conversational and Collaborative Signals for Conversational Recommendation A. Rabiah Nafis Sadeq Julian McAuley 84 0 0 09 Dec 2024
Conversational Exploratory Search of Scholarly Publications Using Knowledge Graphs Phillip Schneider Florian Matthes 21 0 0 01 Oct 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 33 0 0 05 Jul 2024
Imagery as Inquiry: Exploring A Multimodal Dataset for Conversational Recommendation Se-eun Yoon Hyunsik Jeon Julian McAuley 38 0 0 23 May 2024
Reindex-Then-Adapt: Improving Large Language Models for Conversational Recommendation Zhankui He Zhouhang Xie Harald Steck Dawen Liang Rahul Jha Nathan Kallus Julian McAuley 26 6 0 20 May 2024
Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge Distillation Yeongseo Jung Eunseo Jung Lei Chen 23 5 0 27 Oct 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
Towards Explainable Conversational Recommender Systems Shuyu Guo Shuo Zhang Weiwei Sun Pengjie Ren Zhumin Chen Z. Ren LRM 13 13 0 27 May 2023
Conversational Recommendation as Retrieval: A Simple, Strong Baseline Raghav Gupta Renat Aksitov Samrat Phatale Simral Chaudhary Harrison Lee Abhinav Rastogi 28 3 0 23 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 32 100 0 13 May 2023
Voice-Based Conversational Agents and Knowledge Graphs for Improving News Search in Assisted Living Phillip Schneider Nils Rehtanz Kristiina Jokinen Florian Matthes 24 1 0 24 Mar 2023
Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation Xiaoyu Zhang Xin Xin Dongdong Li Wenxuan Liu Pengjie Ren Zhumin Chen Jun Ma Z. Ren 21 33 0 22 Dec 2022
Improving Conversational Recommender System via Contextual and Time-Aware Modeling with Less Domain-Specific Knowledge Lingzhi Wang Shafiq R. Joty Wei Gao Xingshan Zeng Kam-Fai Wong 22 9 0 23 Sep 2022
Hierarchical Conversational Preference Elicitation with Bandit Feedback Jinhang Zuo Songwen Hu Tong Yu Shuai Li Handong Zhao Carlee Joe-Wong 32 10 0 06 Sep 2022
Comparison-based Conversational Recommender System with Relative Bandit Feedback Zhihui Xie Tong Yu Canzhe Zhao Shuai Li 17 39 0 21 Aug 2022
EGCR: Explanation Generation for Conversational Recommendation Bingbing Wen Xiaoning Bu Chirag Shah 14 2 0 17 Aug 2022
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning Xiaolei Wang Kun Zhou Ji-Rong Wen Wayne Xin Zhao HAI AI4TS 30 130 0 19 Jun 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 32 60 0 14 Apr 2022
FORCE: A Framework of Rule-Based Conversational Recommender System Jun Quan Zengzi Wei Q. Gan Jingqi Yao Jingyi Lu ... Yongzhi Li Huang Hu Yi He Yang Yang Daxin Jiang 14 1 0 18 Mar 2022
Conversational Recommendation: A Grand AI Challenge Dietmar Jannach L. Chen 18 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 24 130 0 22 Feb 2022
C2-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System Yuanhang Zhou Kun Zhou Wayne Xin Zhao Cheng Wang Peng Jiang He Hu 25 52 0 04 Jan 2022
Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation Yu Li Baolin Peng Yelong Shen Yi Mao Lars Liden Zhou Yu Jianfeng Gao 14 53 0 15 Dec 2021
Conversational Recommendation: Theoretical Model and Complexity Analysis T. D. Noia F. Donini Dietmar Jannach FedelucioNarducci Claudio Pomo 16 6 0 10 Nov 2021
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models Lingzhi Wang Huang Hu Lei Sha Can Xu Kam-Fai Wong Daxin Jiang 21 18 0 14 Oct 2021
Recommender systems based on graph embedding techniques: A comprehensive review Yue Deng 32 22 0 20 Sep 2021
A Review of Some Techniques for Inclusion of Domain-Knowledge into Deep Neural Networks T. Dash Sharad Chitlangia Aditya Ahuja A. Srinivasan 22 128 0 21 Jul 2021
RevCore: Review-augmented Conversational Recommendation Yu Lu Junwei Bao Yan Song Zichen Ma Shuguang Cui Youzheng Wu Xiaodong He 19 73 0 02 Jun 2021
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 128 272 0 23 Jan 2021
CRSLab: An Open-Source Toolkit for Building Conversational Recommender System Kun Zhou Xiaolei Wang Yuanhang Zhou Chenzhang Shang Yuan-Chia Cheng Wayne Xin Zhao Yaliang Li Ji-Rong Wen 14 63 0 04 Jan 2021
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion Kun Zhou Wayne Xin Zhao Shuqing Bian Yuanhang Zhou Ji-Rong Wen Jingsong Yu 28 314 0 08 Jul 2020
A Survey on Conversational Recommender Systems Dietmar Jannach A. Manzoor Wanling Cai Li Chen 13 403 0 01 Apr 2020