Incorporating External Knowledge and Goal Guidance for LLM-based
Conversational Recommender Systems

Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems

3 May 2024

Haizhou Li

Papers citing "Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems"

9 / 9 papers shown

Title
MATCHA: Can Multi-Agent Collaboration Build a Trustworthy Conversational Recommender? Zheng Hui Xiaokai Wei Yexi Jiang Kevin Gao Chen Wang Frank Ong Se-eun Yoon Rachit Pareek Michelle Gong LLMAG 56 0 0 26 Apr 2025
Towards Personalized Conversational Sales Agents : Contextual User Profiling for Strategic Action Tongyoung Kim Jeongeun Lee Soojin Yoon S. Kim Dongha Lee 24 0 0 28 Mar 2025
Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences Heejin Kook Junyoung Kim Seongmin Park Jongwuk Lee 29 0 0 27 Mar 2025
Personalized Recommendation Systems using Multimodal, Autonomous, Multi Agent Systems Param Thakkar Anushka Yadav 20 2 0 22 Oct 2024
Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations Peixin Qin Chen Huang Yang Deng Wenqiang Lei Tat-Seng Chua LRM 15 0 0 22 Sep 2024
The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends Xinghua Zhang Haiyang Yu Yongbin Li Minzheng Wang Longze Chen Fei Huang 35 5 0 21 Sep 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 101 215 0 29 Feb 2024
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 34 20 0 23 Oct 2023
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 128 212 0 23 Jan 2021