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In a dialog, there can be multiple valid next utterances at any point.
Simple statistical gradient-following algorithms for connectionist reinforcement learning
Ronald J Williams. 1992 · 1992
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Pomdp-based statistical spoken dialog systems: A review
Steve Young, Milica Gašić, Blaise Thomson, and Jason D Williams. 2013 · 2013
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Neural machine translation by jointly learning to align and translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2014 · 2014
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Word-based dialog state tracking with recurrent neural networks
Matthew Henderson, Blaise Thomson, and Steve Young. 2014 · 2014
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J. Weston, S. Chopra, and A. Bordes. 2014 · 2014
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Learning knowledge graphs for question answering through conversational dialog
Ben Hixon, Peter Clark, and Hannaneh Hajishirzi. 2015 · 2015
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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
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A hierarchical recurrent encoder-decoder for generative context-aware query suggestion
Alessandro Sordoni, Yoshua Bengio, Hossein Vahabi, Christina Lioma, Jakob Grue Simonsen, and Jian-Yun Nie. 2015 · 2015
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Pei-Hao Su, David Vandyke, Milica Gasic, Dongho Kim, Nikola Mrksic, Tsung-Hsien Wen, and Steve Young. 2015 · 2015
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End-to-end memory networks
Sainbayar Sukhbaatar, Jason Weston, Rob Fergus, et al. 2015 · 2015
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Oriol Vinyals and Quoc Le. 2015 · 2015
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Semantically conditioned lstm-based natural language generation for spoken dialogue systems
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Pei-Hao Su, David Vandyke, and Steve Young. 2015 · 2015
Cited alongside, same era.
Building end-to-end dialogue systems using generative hierarchical neural network models
Iulian Vlad Serban, Alessandro Sordoni, Yoshua Bengio, Aaron C Courville, and Joelle Pineau. 2016 · 2016
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A network-based end-to-end trainable task-oriented dialogue system
Tsung-Hsien Wen, David Vandyke, Nikola Mrksic, Milica Gasic, Lina M Rojas-Barahona, Pei-Hao Su, Stefan Ultes, and Steve Young. 2016 · 2016
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Frames: A corpus for adding memory to goal-oriented dialogue systems
Layla El Asri, Hannes Schulz, Shikhar Sharma, Jeremie Zumer, Justin Harris, Emery Fine, Rahul Mehrotra, and Kaheer Suleman. 2017 · 2017
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Key-value retrieval networks for task-oriented dialogue
Mihail Eric and Christopher D Manning. 2017 · 2017
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The fourth dialog state tracking challenge
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Antoine Bordes, Y-Lan Boureau, and Jason Weston. 2016 · 2016
Cited alongside, same era.
End-to-end memory networks with knowledge carryover for multi-turn spoken language understanding
Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür, Jianfeng Gao, and Li Deng. 2016 · 2016
Cited alongside, same era.
Query-reduction networks for question answering
Minjoon Seo, Sewon Min, Ali Farhadi, and Hannaneh Hajishirzi. 2016 · 2016
Cited alongside, same era.
Learning end-to-end goal-oriented dialog
A. Bordes and J. Weston. 2016a
Cited in the paper.
Learning end-to-end goal-oriented dialog
Antoine Bordes and Jason Weston. 2016b
Cited in the paper.
Seokhwan Kim, Luis Fernando D’Haro, Rafael E Banchs, Jason D Williams, and Matthew Henderson. 2017 · 2017
Later among the works it cites.
Question dependent recurrent entity network for question answering
Andrea Madotto and Giuseppe Attardi. 2017 · 2017
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Show, attend and tell: Neural image caption generation with visual attention
Kelvin Xu, Jimmy Ba, Ryan Kiros, Kyunghyun Cho, Aaron Courville, Ruslan Salakhudinov, Rich Zemel, and Yoshua Bengio. 2015 · 2057
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