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The fifth Dialog State Tracking Challenge (DSTC5) introduces a new cross-language dialog state tracking scenario, where the participants are asked to build their trackers based on the English training corpus, while evaluating them with the unlabeled Chinese corpus.
“Error analysis of statistical machine translation output,”
David Vilar, Jia Xu, Luis Fernando d’Haro, and Hermann Ney, · 2006
Earlier work this paper cites.
“Imagenet classification with deep convolutional neural networks,”
Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton, · 2012
Earlier work this paper cites.
“Improving neural networks by preventing co-adaptation of feature detectors,”
Geoffrey E Hinton, Nitish Srivastava, Alex Krizhevsky, Ilya Sutskever, and Ruslan R Salakhutdinov, · 2012
Earlier work this paper cites.
“Efficient estimation of word representations in vector space,”
Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean, · 2013
Earlier work this paper cites.
“Sequence to sequence learning with neural networks,”
Ilya Sutskever, Oriol Vinyals, and Quoc V Le, · 2014
Earlier work this paper cites.
“Convolutional neural networks for sentence classification,”
Yoon Kim, · 2014
Cited alongside, same era.
“Word-based dialog state tracking with recurrent neural networks,”
Matthew Henderson, Blaise Thomson, and Steve Young, · 2014
Cited alongside, same era.
Ye Zhang and Byron Wallace, · 2015
Cited alongside, same era.
“Character-aware neural language models,”
Yoon Kim, Yacine Jernite, David Sontag, and Alexander M Rush, · 2015
Cited alongside, same era.
“Character-level convolutional networks for text classification,”
Xiang Zhang, Junbo Zhao, and Yann LeCun, · 2015
Later among the works it cites.
“The Fifth Dialog State Tracking Challenge,”
Seokhwan Kim, Luis Fernando D’Haro, Rafael E. Banchs, Jason Williams, Matthew Henderson, and Koichiro Yoshino, · 2016
Later among the works it cites.
“Convolutional neural networks for multi-topic dialog state tracking,”
Hongjie Shi, Takashi Ushio, Mitsuru Endo, Katsuyoshi Yamagami, and Noriaki Horii, · 2016
Later among the works it cites.
“Robust dialog state tracking for large ontologies,”
Franck Dernoncourt, Ji Young Lee, Trung H Bui, and Hung H Bui, · 2016
Later among the works it cites.
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