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Creating high-quality annotated data for task-oriented dialog (ToD) is known to be notoriously difficult, and the challenges are amplified when the goal is to create equitable, culturally adapted, and large-scale ToD datasets for multiple languages.
The ATIS spoken language systems pilot corpus
Charles T. Hemphill, John J. Godfrey, and George R. Doddington. 1990 · 1990
Earlier work this paper cites.
Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002 · 2002
Earlier work this paper cites.
ROUGE: A package for automatic evaluation of summaries
Chin-Yew Lin. 2004 · 2004
Earlier work this paper cites.
METEOR: An automatic metric for MT evaluation with improved correlation with human judgments
Satanjeev Banerjee and Alon Lavie. 2005 · 2005
Earlier work this paper cites.
Let’s go public! Taking a spoken dialog system to the real world
Antoine Raux, Brian Langner, Dan Bohus, Alan W. Black, and Maxine Eskénazi. 2005 · 2005
Earlier work this paper cites.
The at&t spoken language understanding system
Narendra K. Gupta, Gökhan Tür, Dilek Hakkani-Tür, Srinivas Bangalore, Giuseppe Riccardi, and Mazin Gilbert. 2006 · 2006
Earlier work this paper cites.
Partially observable markov decision processes for spoken dialog systems
Jason D. Williams and Steve Young. 2007 · 2007
Earlier work this paper cites.
The CALO meeting assistant system
Gökhan Tür, Andreas Stolcke, L. Lynn Voss, Stanley Peters, Dilek Hakkani-Tür, John Dowding, Benoît Favre, Raquel Fernández, Matthew Frampton, Michael W. Frandsen, Clint Frederickson, Martin Graciarena, Donald Kintzing, Kyle Leveque, Shane Mason, John Niekrasz, Matthew Purver, Korbinian Riedhammer, Elizabeth Shriberg, Jing Tien, Dimitra Vergyri, and Fan Yang. 2010 · 2010
Earlier work this paper cites.
Cognitive user interfaces
Steve J. Young. 2010 · 2010
Earlier work this paper cites.
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Inigo Casanueva, Ivan Vulić, Georgios Spithourakis, and Paweł Budzianowski. 2022 · 2013
Earlier work this paper cites.
The third dialog state tracking challenge
Matthew Henderson, Blaise Thomson, and Jason D. Williams. 2014 · 2014
Earlier work this paper cites.
A SICK cure for the evaluation of compositional distributional semantic models
Marco Marelli, Stefano Menini, Marco Baroni, Luisa Bentivogli, Raffaella Bernardi, and Roberto Zamparelli. 2014 · 2014
Earlier work this paper cites.
Crowdsourcing Named Entity Recognition and Entity Linking Corpora . Springer Netherlands, Dordrecht
Kalina Bontcheva, Leon Derczynski, and Ian Roberts. 2017 · 2017
Earlier work this paper cites.
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Layla El Asri, Hannes Schulz, Shikhar Sharma, Jeremie Zumer, Justin Harris, Emery Fine, Rahul Mehrotra, and Kaheer Suleman. 2017 · 2017
Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel Bowman, Holger Schwenk, and Veselin Stoyanov. 2018 · 2018
Earlier work this paper cites.
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Earlier work this paper cites.
Bootstrapping a neural conversational agent with dialogue self-play, crowdsourcing and on-line reinforcement learning
Pararth Shah, Dilek Hakkani-Tür, Bing Liu, and Gökhan Tür. 2018 · 2018
Earlier work this paper cites.
(almost) zero-shot cross-lingual spoken language understanding
Shyam Upadhyay, Manaal Faruqui, Gökhan Tür, Dilek Hakkani-Tür, and Larry P. Heck. 2018 · 2018
Earlier work this paper cites.
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Bill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, Arvind Neelakantan, Ben Goodrich, Daniel Duckworth, Semih Yavuz, Amit Dubey, Kyu-Young Kim, and Andy Cedilnik. 2019 · 2019
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Matthew Henderson, Ivan Vulić, Iñigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrkšić, and Pei-Hao Su. 2019 · 2019
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Baolin Peng, Chunyuan Li, Jinchao Li, Shahin Shayandeh, Lars Liden, and Jianfeng Gao. 2021 · 2021
Later among the works it cites.
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Multi-task pre-training for plug-and-play task-oriented dialogue system
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Rahul Goel, Waleed Ammar, Aditya Gupta, Siddharth Vashishtha, Motoki Sano, Faiz Surani, Max Chang, HyunJeong Choe, David Greene, Kyle He, Rattima Nitisaroj, Anna Trukhina, Shachi Paul, Pararth Shah, Rushin Shah, and Zhou Yu. 2023 · 2023
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Cross-lingual dialogue dataset creation via outline-based generation
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Using textual interface to align external knowledge for end-to-end task-oriented dialogue systems
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XQA-DST: Multi-domain and multi-lingual dialogue state tracking
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