Towards Unified Conversational Recommender Systems via
Knowledge-Enhanced Prompt Learning

Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning

19 June 2022

Papers citing "Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning"

17 / 67 papers shown

Title
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 61 307 0 05 Jul 2023
Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendations Xuansheng Wu Huachi Zhou Yucheng Shi Wenlin Yao Xiao Shi Huang Ninghao Liu LRM 19 8 0 29 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 12 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 22 166 0 09 Jun 2023
Improving Conversational Recommendation Systems via Counterfactual Data Simulation Xiaolei Wang Kun Zhou Xinyu Tang Wayne Xin Zhao Fan Pan Zhao Cao Ji-Rong Wen 16 14 0 05 Jun 2023
A Survey on Large Language Models for Recommendation Likang Wu Zhilan Zheng Zhaopeng Qiu Hao Wang Hongchao Gu ... Chen Zhu Hengshu Zhu Qi Liu Hui Xiong Enhong Chen 32 358 0 31 May 2023
Conversational Recommendation as Retrieval: A Simple, Strong Baseline Raghav Gupta Renat Aksitov Samrat Phatale Simral Chaudhary Harrison Lee Abhinav Rastogi 22 3 0 23 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 21 47 0 22 May 2023
From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment Yu Zhao Yike Wu Xiangrui Cai Ying Zhang Haiwei Zhang Xiaojie Yuan 19 12 0 19 May 2023
Large Language Models are Zero-Shot Rankers for Recommender Systems Yupeng Hou Junjie Zhang Zihan Lin Hongyu Lu Ruobing Xie Julian McAuley Wayne Xin Zhao LRM ALM 17 281 0 15 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 16 188 0 11 May 2023
A Survey of Graph Prompting Methods: Techniques, Applications, and Challenges Xuansheng Wu Kaixiong Zhou Mingchen Sun Xin Wang Ninghao Liu 38 12 0 13 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 17 33 0 22 Dec 2022
Learning Neural Templates for Recommender Dialogue System Zujie Liang Huang Hu Can Xu Jian Miao Yingying He Yining Chen Xiubo Geng Fan Liang Daxin Jiang 60 51 0 25 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 128 270 0 23 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,898 0 31 Dec 2020