v1v2 (latest)

Towards Deep Conversational Recommendations

18 December 2018

Raymond Li

Samira Ebrahimi Kahou

Papers citing "Towards Deep Conversational Recommendations"

50 / 183 papers shown

Title
A Survey on Proactive Dialogue Systems: Problems, Methods, and ProspectsInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Yang Deng Wenqiang Lei W. Lam Tat-Seng Chua 338 72 0 04 May 2023
Transcending the "Male Code": Implicit Masculine Biases in NLP ContextsInternational Conference on Human Factors in Computing Systems (CHI), 2023 Katie Seaborn Shruti Chandra Thibault Fabre 130 18 0 22 Apr 2023
Improving Items and Contexts Understanding with Descriptive Graph for Conversational Recommendation H. Dao Dung D. Le C. Chu 190 3 0 11 Apr 2023
Beyond Single Items: Exploring User Preferences in Item Sets with the Conversational Playlist Curation DatasetAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Arun Tejasvi Chaganty Megan Leszczynski Shu Zhen Zhang Ravi Ganti K. Balog Filip Radlinski 391 13 0 13 Mar 2023
Evaluating the Robustness of Conversational Recommender Systems by Adversarial Examples Ali Montazeralghaem James Allan AAML SILM 166 0 0 09 Mar 2023
Modeling Multiple User Interests using Hierarchical Knowledge for Conversational Recommender System Y. Okuda Katsuhito Sudoh Seitaro Shinagawa Satoshi Nakamura 139 4 0 01 Mar 2023
Talk the Walk: Synthetic Data Generation for Conversational Music Recommendation Megan Leszczynski Shu Zhen Zhang Ravi Ganti K. Balog Filip Radlinski Fernando Pereira Arun Tejasvi Chaganty 381 14 0 27 Jan 2023
Variational Reasoning over Incomplete Knowledge Graphs for Conversational RecommendationWeb Search and Data Mining (WSDM), 2022 Xiaoyu Zhang Xin Xin Dongdong Li Wenxuan Liu Sudipta Singha Roy Zhumin Chen Jun Ma Zhaochun Ren 340 51 0 22 Dec 2022
MIGA: A Unified Multi-task Generation Framework for Conversational Text-to-SQLAAAI Conference on Artificial Intelligence (AAAI), 2022 Yingwen Fu Wenjie Ou Zhou Yu Yue Lin 143 14 0 19 Dec 2022
Mind the Knowledge Gap: A Survey of Knowledge-enhanced Dialogue Systems Sagi Shaier Lawrence E Hunter Katharina Kann 256 2 0 19 Dec 2022
COLA: Improving Conversational Recommender Systems by Collaborative AugmentationAAAI Conference on Artificial Intelligence (AAAI), 2022 Dongding Lin Jian Wang Wenjie Li 153 24 0 15 Dec 2022
Aligning Recommendation and Conversation via Dual ImitationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jinfeng Zhou Bo Wang Shiyu Huang Dongming Zhao Kun Huang Ruifang He Yuexian Hou 219 7 0 05 Nov 2022
Social Influence Dialogue Systems: A Survey of Datasets and Models For Social Influence TasksConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Kushal Chawla Weiyan Shi Jingwen Zhang Gale M. Lucas Zhou Yu Jonathan Gratch 317 22 0 11 Oct 2022
Improving Conversational Recommender System via Contextual and Time-Aware Modeling with Less Domain-Specific KnowledgeIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Lingzhi Wang Shafiq Joty Wei Gao Xingshan Zeng Kam-Fai Wong 181 19 0 23 Sep 2022
Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph CompletionInternational Conference on Computational Linguistics (COLING), 2022 Chen Chen Yufei Wang Bing Li Kwok-Yan Lam 196 38 0 15 Sep 2022
INFACT: An Online Human Evaluation Framework for Conversational Recommendation A. Manzoor Dietmar Jannach OffRL 75 4 0 07 Sep 2022
Hierarchical Conversational Preference Elicitation with Bandit FeedbackInternational Conference on Information and Knowledge Management (CIKM), 2022 Jinhang Zuo Songwen Hu Tong Yu Shuai Li Handong Zhao Carlee Joe-Wong 193 16 0 06 Sep 2022
Evaluating Conversational Recommender Systems: A Landscape of ResearchArtificial Intelligence Review (Artif Intell Rev), 2022 Dietmar Jannach 140 37 0 25 Aug 2022
Comparison-based Conversational Recommender System with Relative Bandit FeedbackAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021 Zhihui Xie Tong Yu Canzhe Zhao Shuai Li 147 45 0 21 Aug 2022
EGCR: Explanation Generation for Conversational Recommendation Bingbing Wen Xiaoning Bu Chirag Shah 175 2 0 17 Aug 2022
INSPIRED2: An Improved Dataset for Sociable Conversational Recommendation A. Manzoor Dietmar Jannach 300 6 0 08 Aug 2022
Bundle MCR: Towards Conversational Bundle RecommendationACM Conference on Recommender Systems (RecSys), 2022 Zhankui He Handong Zhao Tong Yu Sungchul Kim F. Du Julian McAuley 112 24 0 26 Jul 2022
Customized Conversational Recommender Systems Shuokai Li Yongchun Zhu Ruobing Xie Zhenwei Tang Zhao Zhang Fuzhen Zhuang Qing He Hui Xiong HAI 104 2 0 30 Jun 2022
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt LearningKnowledge Discovery and Data Mining (KDD), 2022 Xiaolei Wang Kun Zhou Ji-Rong Wen Wayne Xin Zhao HAI AI4TS 183 173 0 19 Jun 2022
Meta Policy Learning for Cold-Start Conversational RecommendationWeb Search and Data Mining (WSDM), 2022 Zhendong Chu Hongning Wang Yun Xiao Bo Long Lingfei Wu OffRL 257 40 0 24 May 2022
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few UtterancesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Seungju Han Beomsu Kim Jin Yong Yoo Seokjun Seo Sangbum Kim Enkhbayar Erdenee Buru Chang AI4CE 175 43 0 22 Apr 2022
User-Centric Conversational Recommendation with Multi-Aspect User ModelingAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Shuokai Li Ruobing Xie Yongchun Zhu Xiang Ao Fuzhen Zhuang Qing He 223 67 0 20 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 223 76 0 14 Apr 2022
Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems Weiwei Sun Shuyu Guo Shuo Zhang Sudipta Singha Roy Zhumin Chen Maarten de Rijke Zhaochun Ren ELM 257 7 0 02 Apr 2022
BARCOR: Towards A Unified Framework for Conversational Recommendation Systems Tingting Wang Shang-Yu Su Yun-Nung Chen HAI 135 28 0 27 Mar 2022
FORCE: A Framework of Rule-Based Conversational Recommender SystemAAAI Conference on Artificial Intelligence (AAAI), 2022 Jun Quan Zengzi Wei Q. Gan Jingqi Yao Jingyi Lu ... Yongzhi Li Huang Hu Yi He Yang Yang Daxin Jiang 178 2 0 18 Mar 2022
Conversational Recommendation: A Grand AI ChallengeThe AI Magazine (AI Mag.), 2022 Dietmar Jannach Lixing Chen 139 22 0 17 Mar 2022
KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender SystemsInternational Conference on Information and Knowledge Management (CIKM), 2022 Chongming Gao Shijun Li Wenqiang Lei Jiawei Chen Biao Li Peng Jiang Xiangnan He Jiaxin Mao Tat-Seng Chua 297 186 0 22 Feb 2022
Personalized Prompt Learning for Explainable Recommendation Lei Li Zelong Li Li Chen LRM 237 215 0 15 Feb 2022
User Satisfaction Estimation with Sequential Dialogue Act Modeling in Goal-oriented Conversational SystemsThe Web Conference (WWW), 2022 Yang Deng Wenxuan Zhang W. Lam Hong Cheng Helen M. Meng 261 30 0 07 Feb 2022
Unintended Bias in Language Model-driven Conversational Recommendation Tianshu Shen Jiaru Li Mohamed Reda Bouadjenek Zheda Mai Scott Sanner 180 7 0 17 Jan 2022
Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information Bowen Yang Cong Han Yu Li Lei Zuo Zhou Yu 200 60 0 15 Dec 2021
Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation Yu Li Baolin Peng Yelong Shen Yi Mao Lars Liden Zhou Yu Jianfeng Gao 212 60 0 15 Dec 2021
Understanding and Improving the Exemplar-based Generation for Open-domain Conversation Seungju Han Beomsu Kim Seokjun Seo Enkhbayar Erdenee Buru Chang 160 3 0 13 Dec 2021
Self-Supervised Bot Play for Conversational Recommendation with Justifications Shuyang Li Bodhisattwa Prasad Majumder Julian McAuley 184 7 0 09 Dec 2021
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models Lingzhi Wang Huang Hu Lei Sha Can Xu Kam-Fai Wong Daxin Jiang 178 30 0 14 Oct 2021
Knowledge Graph-enhanced Sampling for Conversational Recommender System Mengyuan Zhao Xiaowen Huang Lixi Zhu Jitao Sang Jian Yu 171 3 0 13 Oct 2021
Learning Neural Templates for Recommender Dialogue SystemConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Zujie Liang Huang Hu Can Xu Jian Miao Yingying He Yining Chen Xiubo Geng Fan Liang Daxin Jiang 200 58 0 25 Sep 2021
Recommender systems based on graph embedding techniques: A comprehensive review Yue Deng 285 32 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 148 69 0 18 Sep 2021
End-to-End Conversational Search for Online Shopping with Utterance Transfer Liqiang Xiao Jun Ma Xin Luna Dong Pascual Martínez-Gómez Nasser Zalmout Wei Chen Tong Zhao Hao He Yaohui Jin 108 12 0 12 Sep 2021
TopicRefine: Joint Topic Prediction and Dialogue Response Generation for Multi-turn End-to-End Dialogue System Hongru Wang Mingyu Cui Zimo Zhou Gabriel Pui Cheong Fung Kam-Fai Wong BDL 230 10 0 11 Sep 2021
Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain ConversationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Beomsu Kim Seokjun Seo Seungju Han Enkhbayar Erdenee Buru Chang RALM 199 6 0 28 Aug 2021
Proactive Retrieval-based Chatbots based on Relevant Knowledge and GoalsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021 Yutao Zhu J. Nie Kun Zhou Pan Du Hao Jiang Zhicheng Dou KELM 297 25 0 18 Jul 2021
FEBR: Expert-Based Recommendation Framework for beneficial and personalized contentInternational Conference on Networked Systems (ICNS), 2021 Mohamed Lechiakh Alexandre Maurer 146 0 0 17 Jul 2021