C2-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System

4 January 2022

Papers citing "C2-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System"

23 / 23 papers shown

Title
Knowledge-Enhanced Conversational Recommendation via Transformer-based Sequential Modelling Jie Zou Aixin Sun Cheng Long Evangelos Kanoulas LMTD 91 4 0 03 Dec 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 23 6 0 30 Aug 2024
Parameter-Efficient Conversational Recommender System as a Language Processing Task Mathieu Ravaut Hao Zhang Lu Xu Aixin Sun Yong-jin Liu 30 11 0 25 Jan 2024
Knowledge Graphs and Pre-trained Language Models enhanced Representation Learning for Conversational Recommender Systems Zhangchi Qiu Ye Tao Shirui Pan Alan Wee-Chung Liew 15 5 0 18 Dec 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
A Large Language Model Enhanced Conversational Recommender System Yue Feng Shuchang Liu Zhenghai Xue Qingpeng Cai Lantao Hu Peng Jiang Kun Gai Fei Sun LRM 8 39 0 11 Aug 2023
Alleviating the Long-Tail Problem in Conversational Recommender Systems Zhipeng Zhao Kun Zhou Xiaolei Wang Wayne Xin Zhao Fan Pan Zhao Cao Ji-Rong Wen 18 10 0 21 Jul 2023
TREA: Tree-Structure Reasoning Schema for Conversational Recommendation Wendi Li Wei Wei Xiaoye Qu Xian-Ling Mao Ye Yuan Wenfeng Xie Dangyang Chen 36 20 0 20 Jul 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
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
U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation Yuanxing Liu Weinan Zhang B. Dong Yan Fan Hangyu Wang ... Yifan Chen Ziyu Zhuang Hengbin Cui Yongbin Li Wanxiang Che 17 11 0 05 May 2023
Multi-grained Hypergraph Interest Modeling for Conversational Recommendation Chenzhang Shang Yupeng Hou Wayne Xin Zhao Yaliang Li Jing Zhang 21 8 0 04 May 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 19 33 0 22 Dec 2022
COLA: Improving Conversational Recommender Systems by Collaborative Augmentation Dongding Lin Jian Wang Wenjie Li 10 13 0 15 Dec 2022
Aligning Recommendation and Conversation via Dual Imitation Jinfeng Zhou Bo Wang Minlie Huang Dongming Zhao Kun Huang Ruifang He Yuexian Hou 8 7 0 05 Nov 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 9 9 0 23 Sep 2022
INSPIRED2: An Improved Dataset for Sociable Conversational Recommendation A. Manzoor Dietmar Jannach 17 5 0 08 Aug 2022
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning Xiaolei Wang Kun Zhou Ji-Rong Wen Wayne Xin Zhao HAI AI4TS 23 130 0 19 Jun 2022
Debiased Contrastive Learning of Unsupervised Sentence Representations Kun Zhou Beichen Zhang Wayne Xin Zhao Ji-Rong Wen SSL 28 98 0 02 May 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 22 60 0 14 Apr 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 16 130 0 22 Feb 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
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 244 13,283 0 25 Aug 2014