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Goal-oriented dialog systems enable users to complete specific goals like requesting information about a movie or booking a ticket.
Introduction to the conll-2003 shared task: Language-independent named entity recognition
Erik F Sang and Fien De Meulder · 2003
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Human-computer dialogue simulation using hidden markov models
Heriberto Cuayáhuitl, Steve Renals, Oliver Lemon, and Hiroshi Shimodaira · 2005
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A framework for unsupervised learning of dialogue strategies
Olivier Pietquin · 2005
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A probabilistic framework for dialog simulation and optimal strategy learning
Olivier Pietquin and Thierry Dutoit · 2006
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Agenda-based user simulation for bootstrapping a pomdp dialogue system
Jost Schatzmann, Blaise Thomson, Karl Weilhammer, Hui Ye, and Steve Young · 2007
Earlier work this paper cites.
A surveon metrics for the evaluation of user simulations
Olivier Pietquin and Helen Hastie · 2012
Cited alongside, same era.
End-to-end sequence labeling via bi-directional lstm-cnns-crf
Xuezhe Ma and Eduard H. Hovy · 2016
Cited alongside, same era.
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
Cited alongside, same era.
Neural Reading Comprehension and Beyond
D. Chen · 2018
Cited alongside, same era.
Building a conversational agent overnight with dialogue self-play
Pararth Shah, Dilek Hakkani-Tür, Gokhan Tür, Abhinav Rastogi, Ankur Bapna, Neha Nayak, and Larry Heck · 2018
Later among the works it cites.
Dialog state tracking: A neural reading comprehension approach
Shuyang Gao, Abhishek Sethi, Sanchit Agarwal, Tagyoung Chung, and Dilek Hakkani-Tür · 2019
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Improving neural conversational models with entropy-based data filtering
Patrik Purgai and Gabor Recski · 2019
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Neural lexicons for slot tagging in spoken language understanding
Kyle Williams · 2019
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