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Task-oriented dialog systems are becoming pervasive, and many companies heavily rely on them to complement human agents for customer service in call centers.
Cross-lingual name tagging and linking for 282 languages
Xiaoman Pan, Boliang Zhang, Jonathan May, Joel Nothman, Kevin Knight, and Heng Ji. 2017 · 1958
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A survey on transfer learning
Sinno Jialin Pan and Qiang Yang. 2010 · 2010
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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
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Wit3: Web inventory of transcribed and translated talks
Cettolo Mauro, Girardi Christian, and Federico Marcello. 2012 · 2012
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Discriminative state tracking for spoken dialog systems
Angeliki Metallinou, Dan Bohus, and Jason Williams. 2013 · 2013
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Robust dialog state tracking using delexicalised recurrent neural networks and unsupervised adaptation
Matthew Henderson, Blaise Thomson, and Steve Young. 2014a · 2014
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Word-based dialog state tracking with recurrent neural networks
Matthew Henderson, Blaise Thomson, and Steve J. Young. 2014b · 2014
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Panlex: Building a resource for panlingual lexical translation
David Kamholz, Jonathan Pool, and Susan M Colowick. 2014 · 2014
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Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014 · 2014
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Multi-domain dialog state tracking using recurrent neural networks
Nikola Mrksic, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gasic, Pei-hao Su, David Vandyke, Tsung-Hsien Wen, and Steve J. Young. 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 J. Young. 2015 · 2015
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An actor-critic algorithm for sequence prediction
Dzmitry Bahdanau, Philemon Brakel, Kelvin Xu, Anirudh Goyal, Ryan Lowe, Joelle Pineau, Aaron Courville, and Yoshua Bengio. 2016 · 2016
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Cross-lingual image caption generation
Takashi Miyazaki and Nobuyuki Shimizu. 2016 · 2016
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The dialog state tracking challenge series: A review
Jason Williams, Antoine Raux, and Matthew Henderson. 2016 · 2016
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Sequence-to-sequence learning as beam-search optimization
Sam Wiseman and Alexander M Rush. 2016 · 2016
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End-to-end task-completion neural dialogue systems
Xiujun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao, and Asli Çelikyilmaz. 2017 · 2017
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Neural belief tracker: Data-driven dialogue state tracking
Nikola Mrksic, Diarmuid Ó Séaghdha, Tsung-Hsien Wen, Blaise Thomson, and Steve J. Young. 2017 · 2017
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Nikola Mrkšić, Ivan Vulić, Diarmuid Ó Séaghdha, Ira Leviant, Roi Reichart, Milica Gašić, Anna Korhonen, and Steve Young. 2017 · 2017
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Weakly supervised cross-lingual named entity recognition via effective annotation and representation projection
Jian Ni, Georgiana Dinu, and Radu Florian. 2017 · 2017
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Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017 , volume 70 of Proceedings of Machine Learning Research . PMLR
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Ten pairs to tag - multilingual POS tagging via coarse mapping between embeddings
Yuan Zhang, David Gaddy, Regina Barzilay, and Tommi S. Jaakkola. 2016 · 2016
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Learning end-to-end goal-oriented dialog
Antoine Bordes and Jason Weston. 2017 · 2017
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Word translation without parallel data
Alexis Conneau, Guillaume Lample, Marc’Aurelio Ranzato, Ludovic Denoyer, and Hervé Jégou. 2017 · 2017
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Cross-lingual transfer learning for pos tagging without cross-lingual resources
Joo-Kyung Kim, Young-Bum Kim, Ruhi Sarikaya, and Eric Fosler-Lussier. 2017 · 2017
Cited alongside, same era.
OpenNMT: Open-Source Toolkit for Neural Machine Translation
G. Klein, Y. Kim, Y. Deng, J. Senellart, and A. M. Rush. 2017 · 2017
Cited alongside, same era.
Doina Precup and Yee Whye Teh, editors. 2017 · 2017
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Scalable multi-domain dialogue state tracking
Abhinav Rastogi, Dilek Hakkani-Tür, and Larry P. Heck. 2017 · 2017
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A network-based end-to-end trainable task-oriented dialogue system
Lina Maria Rojas-Barahona, Milica Gasic, Nikola Mrksic, Pei-Hao Su, Stefan Ultes, Tsung-Hsien Wen, Steve J. Young, and David Vandyke. 2017 · 2017
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Hybrid code networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning
Jason D. Williams, Kavosh Asadi, and Geoffrey Zweig. 2017 · 2017
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Latent alignment and variational attention
Yuntian Deng, Yoon Kim, Justin Chiu, Demi Guo, and Alexander M Rush. 2018 · 2018
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An end-to-end approach for handling unknown slot values in dialogue state tracking
Puyang Xu and Qi Hu. 2018 · 2018
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