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We study a conversational recommendation model which dynamically manages users' past (offline) preferences and current (online) requests through a structured and cumulative user memory knowledge graph, to allow for natural interactions and accurate recommendations.
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Guan-Lin Chao and Ian Lane. 2019 · 2019
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Shuyang Gao, Sanchit Agarwal Abhishek Seth and, Tagyoung Chun, and Dilek Hakkani-Ture. 2019 · 2019
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Towards scalable multi-domain conversational agents: The schema-guided dialogue dataset
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Raymond Li, Samira Ebrahimi Kahou, Hannes Schulz, Vincent Michalski, Laurent Charlin, and Chris Pal. 2018a
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Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, and Pranav Khaitan. 2019 · 2019
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Reinforcement knowledge graph reasoning for explainable recommendation
Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, and Yongfeng Zhang. 2019 · 2019
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The design and implementation of xiaoice, an empathetic social chatbot
Li Zhou, Jianfeng Gao, Di Li, and Heung-Yeung Shum. 2020 · 2020
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