Towards Topic-Guided Conversational Recommender System

8 October 2020

Papers citing "Towards Topic-Guided Conversational Recommender System"

31 / 31 papers shown

Title
Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement Learning J. Lin Tian Wang Kun Qian LRM 47 2 0 31 Mar 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 73 1 0 24 Feb 2025
Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning Wen-Yu Chang Yun-Nung Chen 39 6 0 29 Apr 2024
Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation Jian Wang Yi Cheng Dongding Lin Chak Tou Leong Wenjie Li 24 16 0 11 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 21 13 0 27 May 2023
Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark Yuxing Long Binyuan Hui Caixia Yuan1 Fei Huang Yongbin Li Xiaojie Wang 26 4 0 26 May 2023
Conversational Recommendation as Retrieval: A Simple, Strong Baseline Raghav Gupta Renat Aksitov Samrat Phatale Simral Chaudhary Harrison Lee Abhinav Rastogi 36 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 32 104 0 13 May 2023
LogicRec: Recommendation with Users' Logical Requirements Zhenwei Tang Griffin Floto Armin Toroghi Shichao Pei Xiangliang Zhang Scott Sanner 36 3 0 23 Apr 2023
Beyond Single Items: Exploring User Preferences in Item Sets with the Conversational Playlist Curation Dataset Arun Tejasvi Chaganty Megan Leszczynski Shu Zhen Zhang Ravi Ganti K. Balog Filip Radlinski 25 10 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 29 34 0 22 Dec 2022
COLA: Improving Conversational Recommender Systems by Collaborative Augmentation Dongding Lin Jian Wang Wenjie Li 21 13 0 15 Dec 2022
Improving Conversational Recommender System via Contextual and Time-Aware Modeling with Less Domain-Specific Knowledge Lingzhi Wang Chenyu You 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 34 10 0 06 Sep 2022
OPERA: Harmonizing Task-Oriented Dialogs and Information Seeking Experience Miaoran Li Baolin Peng Jianfeng Gao Zhu Zhang 69 9 0 24 Jun 2022
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning Xiaolei Wang Kun Zhou Ji-Rong Wen Wayne Xin Zhao HAI AI4TS 41 131 0 19 Jun 2022
SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues Ssu Chiu Maolin Li Yen-Ting Lin Yun-Nung (Vivian) Chen 24 31 0 22 Apr 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 38 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 24 1 0 18 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 29 131 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 27 52 0 04 Jan 2022
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models Lingzhi Wang Huang Hu Lei Sha Can Xu Kam-Fai Wong Daxin Jiang 29 18 0 14 Oct 2021
Recommender systems based on graph embedding techniques: A comprehensive review Yue Deng 42 22 0 20 Sep 2021
DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation Zeming Liu Haifeng Wang Zheng-Yu Niu Hua Wu Wanxiang Che 21 56 0 18 Sep 2021
Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models Kun Zhou Wayne Xin Zhao Sirui Wang Fuzheng Zhang Wei Wu Ji-Rong Wen AAML 21 7 0 13 Sep 2021
Towards a Universal NLG for Dialogue Systems and Simulators with Future Bridging Philipp Ennen Yen-Ting Lin Ali Girayhan Ozbay F. Insalata Maolin Li Ye Tian Sepehr Jalali Da-shan Shiu 26 2 0 21 May 2021
KECRS: Towards Knowledge-Enriched Conversational Recommendation System Tong Zhang Yong-jin Liu Peixiang Zhong Chen Zhang Hao Wang Chunyan Miao 16 29 0 18 May 2021
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
CRSLab: An Open-Source Toolkit for Building Conversational Recommender System Kun Zhou Xiaolei Wang Yuanhang Zhou Chenzhang Shang Yuan Cheng Wayne Xin Zhao Yaliang Li Ji-Rong Wen 32 63 0 04 Jan 2021
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,368 0 25 Aug 2014