Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation

22 December 2022

Papers citing "Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation"

20 / 20 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
Multi-Type Context-Aware Conversational Recommender Systems via Mixture-of-Experts Jie Zou Cheng Lin Weikang Guo Zheng Wang Jiwei Wei Yang Yang Hengtao Shen HAI 43 0 0 18 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
Cognitive Debiasing Large Language Models for Decision-Making Yougang Lyu Shijie Ren Yue Feng Zihan Wang Z. Chen Z. Z. Ren Maarten de Rijke 41 0 0 05 Apr 2025
Knowledge-Enhanced Conversational Recommendation via Transformer-based Sequential Modelling Jie Zou Aixin Sun Cheng Long Evangelos Kanoulas LMTD 99 4 0 03 Dec 2024
MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization Yougang Lyu Lingyong Yan Zihan Wang Dawei Yin Pengjie Ren Maarten de Rijke Z. Z. Ren 63 6 0 10 Oct 2024
Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations Peixin Qin Chen Huang Yang Deng Wenqiang Lei Tat-Seng Chua LRM 27 3 0 22 Sep 2024
Towards Empathetic Conversational Recommender Systems Xiaoyu Zhang Ruobing Xie Yougang Lyu Xin Xin Pengjie Ren Mingfei Liang Bo Zhang Zhanhui Kang Maarten de Rijke Zhaochun Ren 28 6 0 30 Aug 2024
Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems Chuang Li Yang Deng Hengchang Hu Min-Yen Kan Haizhou Li 29 8 0 03 May 2024
Concept -- An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors Chen Huang Peixin Qin Yang Deng Wenqiang Lei Jiancheng Lv Tat-Seng Chua 39 6 0 04 Apr 2024
A Multi-Agent Conversational Recommender System Jiabao Fang Shen Gao Pengjie Ren Xiuying Chen Suzan Verberne Zhaochun Ren LLMAG 40 18 0 02 Feb 2024
Parameter-Efficient Conversational Recommender System as a Language Processing Task Mathieu Ravaut Hao Zhang Lu Xu Aixin Sun Yong-jin Liu 37 11 0 25 Jan 2024
Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning Yougang Lyu Jitai Hao Zihan Wang Kai Zhao Shen Gao Pengjie Ren Zhumin Chen Fang Wang Zhaochun Ren AILaw 19 9 0 10 Dec 2023
Universal Knowledge Graph Embeddings N'Dah Jean Kouagou Caglar Demir Hamada M. Zahera Adrian Wilke Stefan Heindorf Jiayi Li A. N. Ngomo 18 2 0 23 Oct 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 16 5 0 14 Sep 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 30 196 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 27 14 0 05 Jun 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 31 49 0 22 May 2023
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 138 273 0 23 Jan 2021
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,368 0 25 Aug 2014