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Recently, resources and tasks were proposed to go beyond state tracking in dialogue systems.
An iterative design methodology for user-friendly natural language office information applications
John F. Kelley. 1984 · 1984
Earlier work this paper cites.
Optimizing dialogue management with reinforcement learning: Experiments with the NJFun system
Satinder Singh, Diane Litman, Michael Kearns, and Marilyn Walker. 2002 · 2002
Earlier work this paper cites.
LET’s GO: Improving Spoken Dialog Systems for the Elderly and Non-natives
Antoine Raux, Brian Langner, Black Alan, and Maxine Eskenazi. 2003 · 2003
Earlier work this paper cites.
A corpus collection and annotation framework for learning multimodal clarification strategies
Verena Rieser, Ivana Kruijff-Korbayová, and Oliver Lemon. 2005 · 2005
Earlier work this paper cites.
Final evaluation of classic towninfo and appointment scheduling systems
Romain Laroche, Ghislain Putois, Philippe Bretier, Martin Aranguren, Julia Velkovska, Helen Hastie, Simon Keizer, Kai Yu, Filip Jurcicek, Oliver Lemon, and others. 2011 · 2011
Earlier work this paper cites.
Learning deep structured semantic models for web search using clickthrough data
Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, and Larry Heck. 2013 · 2013
Earlier work this paper cites.
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches
Kyunghyun Cho, Bart van Merrienboer, Dzmitry Bahdanau, and Yoshua Bengio. 2014 · 2014
Cited alongside, same era.
NASTIA: Negotiating Appointment Setting Interface
Layla El Asri, Remi Lemonnier, Romain Laroche, Olivier Pietquin, and Hatim Khouzaimi. 2014 · 2014
Cited alongside, same era.
Adam: A method for stochastic optimization
Diederik Kingma and Jimmy Ba. 2014 · 2014
Cited alongside, same era.
Jason Weston, Sumit Chopra, and Antoine Bordes. 2014 · 2014
Cited alongside, same era.
Machine learning for dialog state tracking: A review
Matthew Henderson. 2015 · 2015
Cited alongside, same era.
Task lineages: Dialog state tracking for flexible interaction
Sungjin Lee and Amanda Stent. 2016 · 2016
Later among the works it cites.
Dialog state tracking, a machine reading approach using memory network
Julien Perez and Fei Liu. 2016 · 2016
Later among the works it cites.
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
Later among the works it cites.
The dialog state tracking challenge series: A review
Jason D. Williams, Antoine Raux, and Matthew Henderson. 2016 · 2016
Later among the works it cites.
Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems
L. El Asri, H. Schulz, S. Sharma, J. Zumer, J. Harris, E. Fine, R. Mehrotra, and K. Suleman. 2017 · 2017
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The Third Dialog State Tracking Challenge
M. Henderson, B. Thomson, and J. Williams. 2014a
Cited in the paper.
The second dialog state tracking challenge
Matthew Henderson, Blaise Thomson, and Jason D. Williams. 2014b
Cited in the paper.