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Dialogue state tracking is the core part of a spoken dialogue system.
Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber. 1997 · 1997
Earlier work this paper cites.
Bayesian update of dialogue state: A POMDP framework for spoken dialogue systems
Blaise Thomson and Steve Young. 2010 · 2010
Earlier work this paper cites.
The hidden information state model: A practical framework for POMDP-based spoken dialogue management
Steve Young, Milica Gašić, Simon Keizer, François Mairesse, Jost Schatzmann, Blaise Thomson, and Kai Yu. 2010 · 2010
Earlier work this paper cites.
Structured discriminative model for dialog state tracking
Sungjin Lee. 2013 · 2013
Earlier work this paper cites.
Recipe for building robust spoken dialog state trackers: Dialog state tracking challenge system description
Sungjin Lee and Maxine Eskenazi. 2013 · 2013
Earlier work this paper cites.
A simple and generic belief tracking mechanism for the dialog state tracking challenge: On the believability of observed information
Zhuoran Wang and Oliver Lemon. 2013 · 2013
Earlier work this paper cites.
The dialog state tracking challenge
Jason Williams, Antoine Raux, Deepak Ramachandran, and Alan Black. 2013 · 2013
Earlier work this paper cites.
POMDP-based statistical spoken dialog systems: A review
Steve Young, Milica Gasic, Blaise Thomson, and Jason D. Williams. 2013 · 2013
Earlier work this paper cites.
Cognitive technology in task-oriented dialogue systems: Concepts, advances and future
Kai Yu, Lu Chen, Bo Chen, Kai Sun, and Su Zhu. 2014 · 2014
Earlier work this paper cites.
From paraphrase database to compositional paraphrase model and back
John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu, and Dan Roth. 2015 · 2015
Cited alongside, same era.
Recurrent polynomial network for dialogue state tracking with mismatched semantic parsers
Qizhe Xie, Kai Sun, Su Zhu, Lu Chen, and Kai Yu. 2015 · 2015
Cited alongside, same era.
Constrained markov bayesian polynomial for efficient dialogue state tracking
Kai Yu, Kai Sun, Lu Chen, and Su Zhu. 2015 · 2015
Cited alongside, same era.
Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E Hinton. 2016 · 2016
Cited alongside, same era.
Evolvable dialogue state tracking for statistical dialogue management
Kai Yu, Lu Chen, Kai Sun, Qizhe Xie, and Su Zhu. 2016 · 2016
Cited alongside, same era.
Scalable multi-domain dialogue state tracking
Abhinav Rastogi, Dilek Hakkani-Tur, and Larry Heck. 2017 · 2017
Later among the works it cites.
A network-based end-to-end trainable task-oriented dialogue system
Tsung-Hsien Wen, David Vandyke, Nikola Mrkšić, Milica Gasic, Lina M. Rojas Barahona, Pei-Hao Su, Stefan Ultes, and Steve Young. 2017 · 2017
Later among the works it cites.
Structured dialogue policy with graph neural networks
Lu Chen, Bowen Tan, Sishan Long, and Kai Yu. 2018 · 2018
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Large-scale multi-domain belief tracking with knowledge sharing
Osman Ramadan, Paweł Budzianowski, and Milica Gasic. 2018 · 2018
Closest in time.
Cost-sensitive active learning for dialogue state tracking
Kaige Xie, Cheng Chang, Liliang Ren, Lu Chen, and Kai Yu. 2018 · 2018
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Zhehuai Chen, Yimeng Zhuang, and Kai Yu. 2017 · 2017
Cited alongside, same era.
Neural belief tracker: Data-driven dialogue state tracking
Nikola Mrkšić, Diarmuid Ó Séaghdha, Tsung-Hsien Wen, Blaise Thomson, and Steve Young. 2017 · 2017
Cited alongside, same era.
Dialog state tracking, a machine reading approach using memory network
Julien Perez and Fei Liu. 2017 · 2017
Cited alongside, same era.
The second dialog state tracking challenge
Matthew Henderson, Blaise Thomson, and Jason D Williams. 2014a
Cited in the paper.
Robust dialog state tracking using delexicalised recurrent neural networks and unsupervised adaptation
Matthew Henderson, Blaise Thomson, and Steve Young. 2014b
Cited in the paper.
Word-based dialog state tracking with recurrent neural networks
Matthew Henderson, Blaise Thomson, and Steve Young. 2014c
Cited in the paper.
The third dialog state tracking challenge
Mettew Henderson, Blaise Thomson, and Jason D. Williams. 2014d
Cited in the paper.
Puyang Xu and Qi Hu. 2018 · 2018
Closest in time.
Global-locally self-attentive encoder for dialogue state tracking
Victor Zhong, Caiming Xiong, and Richard Socher. 2018 · 2018
Closest in time.
Hybrid dialogue state tracking for real world human-to-human dialogues
Kai Sun, Su Zhu, Lu Chen, Siqiu Yao, Xueyang Wu, and Kai Yu. 2016b · 2064
Closest in time.