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Dialogue systems are increasingly using knowledge bases (KBs) storing real-world facts to help generate quality responses.
Dialog navigator: A question answering system based on large text knowledge base
Yoji Kiyota, Sadao Kurohashi, and Fuyuko Kido. 2002 · 2002
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Relational retrieval using a combination of path-constrained random walks
Ni Lao and William W Cohen. 2010 · 2010
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Learning structured embeddings of knowledge bases
Antoine Bordes, Jason Weston, Ronan Collobert, and Yoshua Bengio. 2011 · 2011
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Random walk inference and learning in a large scale knowledge base
Ni Lao, Tom Mitchell, and William W Cohen. 2011 · 2011
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Iris: a chat-oriented dialogue system based on the vector space model
Rafael E Banchs and Haizhou Li. 2012 · 2012
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Translating embeddings for modeling multi-relational data
Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, and Oksana Yakhnenko. 2013 · 2013
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Generating more specific questions for acquiring attributes of unknown concepts from users
Tsugumi Otsuka, Kazunori Komatani, Satoshi Sato, and Mikio Nakano. 2013 · 2013
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Luke, i am your father: dealing with out-of-domain requests by using movies subtitles
David Ameixa, Luisa Coheur, Pedro Fialho, and Paulo Quaresma. 2014 · 2014
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Question answering with subgraph embeddings
Antoine Bordes, Sumit Chopra, and Jason Weston. 2014 · 2014
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Incorporating vector space similarity in random walk inference over knowledge bases
Matt Gardner, Partha Talukdar, Jayant Krishnamurthy, and Tom Mitchell. 2014 · 2014
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Embedding entities and relations for learning and inference in knowledge bases
Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, and Li Deng. 2014 · 2014
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Leveraging linguistic structure for open domain information extraction
Gabor Angeli, Melvin Johnson Premkumar, and Christopher D Manning. 2015 · 2015
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Large-scale simple question answering with memory networks
Antoine Bordes, Nicolas Usunier, Sumit Chopra, and Jason Weston. 2015 · 2015
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The ubuntu dialogue corpus: A large dataset for research in unstructured multi-turn dialogue systems
Ryan Lowe, Nissan Pow, Iulian Serban, and Joelle Pineau. 2015 · 2015
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Never-ending learning
T Mitchell, W Cohen, E Hruschka, P Talukdar, J Betteridge, A Carlson, B Dalvi, M Gardner, B Kisiel, J Krishnamurthy, et al. 2015 · 2015
Cited alongside, same era.
Compositional vector space models for knowledge base completion
Arvind Neelakantan, Benjamin Roth, and Andrew McCallum. 2015 · 2015
Cited alongside, same era.
A review of relational machine learning for knowledge graphs
Maximilian Nickel, Kevin Murphy, Volker Tresp, and Evgeniy Gabrilovich. 2015 · 2015
Cited alongside, same era.
A survey of available corpora for building data-driven dialogue systems
Iulian Vlad Serban, Ryan Lowe, Peter Henderson, Laurent Charlin, and Joelle Pineau. 2015 · 2015
Cited alongside, same era.
Oriol Vinyals and Quoc Le. 2015 · 2015
Cited alongside, same era.
Naturalizing a programming language via interactive learning
Sida I Wang, Samuel Ginn, Percy Liang, and Christopher D Manning. 2017 · 2017
Later among the works it cites.
Topic aware neural response generation
Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, and Wei-Ying Ma. 2017 · 2017
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Listen, interact and talk: Learning to speak via interaction
Haichao Zhang, Haonan Yu, and Wei Xu. 2017 · 2017
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Knowledge-aware and conversational recommender systems
Vito Walter Anelli, Pierpaolo Basile, Derek Bridge, Tommaso Di Noia, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, and Markus Zanker. 2018 · 2018
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Lifelong machine learning
Zhiyuan Chen and Bing Liu. 2018 · 2018
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A knowledge-grounded neural conversation model
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Question selection based on expected utility to acquire information through dialogue
Kazunori Komatani, Tsugumi Otsuka, Satoshi Sato, and Mikio Nakano. 2016 · 2016
Cited alongside, same era.
Lstm-based mixture-of-experts for knowledge-aware dialogues
Phong Le, Marc Dymetman, and Jean-Michel Renders. 2016 · 2016
Cited alongside, same era.
Toward lexical acquisition during dialogues through implicit confirmation for closed-domain chatbots
Kohei Ono, Ryu Takeda, Eric Nichols, Mikioand Nakano, and Kazunori Komatani. 2016 · 2016
Cited alongside, same era.
Learning language games through interaction
Sida Wang, Percy Liang, and Christopher D Manning. 2016 · 2016
Cited alongside, same era.
Key-value retrieval networks for task-oriented dialogue
Mihail Eric and Christopher D Manning. 2017 · 2017
Cited alongside, same era.
Knowledge base completion: Baselines strike back
Rudolf Kadlec, Ondrej Bajgar, and Jan Kleindienst. 2017 · 2017
Cited alongside, same era.
A knowledge enhanced generative conversational service agent
Yinong Long, Jianan Wang, Zhen Xu, Zongsheng Wang, Baoxun Wang, and Zhuoran Wang. 2017 · 2017
Cited alongside, same era.
Marjan Ghazvininejad, Chris Brockett, Ming-Wei Chang, Bill Dolan, Jianfeng Gao, Wen-tau Yih, and Michel Galley. 2018 · 2018
Later among the works it cites.
Mem2seq: Effectively incorporating knowledge bases into end-to-end task-oriented dialog systems
Andrea Madotto, Chien-Sheng Wu, and Pascale Fung. 2018 · 2018
Later among the works it cites.
Towards a continuous knowledge learning engine for chatbots
Sahisnu Mazumder, Nianzu Ma, and Bing Liu. 2018 · 2018
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Open-world knowledge graph completion
Baoxu Shi and Tim Weninger. 2018 · 2018
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One-shot relational learning for knowledge graphs
Wenhan Xiong, Mo Yu, Shiyu Chang, Xiaoxiao Guo, and William Yang Wang. 2018 · 2018
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Response ranking with deep matching networks and external knowledge in information-seeking conversation systems
Liu Yang, Minghui Qiu, Chen Qu, Jiafeng Guo, Yongfeng Zhang, W Bruce Croft, Jun Huang, and Haiqing Chen. 2018 · 2018
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Augmenting end-to-end dialogue systems with commonsense knowledge
Tom Young, Erik Cambria, Iti Chaturvedi, Hao Zhou, Subham Biswas, and Minlie Huang. 2018 · 2018
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Towards conversational search and recommendation: System ask, user respond
Yongfeng Zhang, Xu Chen, Qingyao Ai, Liu Yang, and W Bruce Croft. 2018 · 2018
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Commonsense knowledge aware conversation generation with graph attention
Hao Zhou, Tom Young, Minlie Huang, Haizhou Zhao, Jingfang Xu, and Xiaoyan Zhu. 2018 · 2018
Later among the works it cites.