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Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems


Apr 19, 2021
Anish Acharya, Suranjit Adhikari, Sanchit Agarwal, Vincent Auvray, Nehal Belgamwar, Arijit Biswas, Shubhra Chandra, Tagyoung Chung, Maryam Fazel-Zarandi, Raefer Gabriel, Shuyang Gao, Rahul Goel, Dilek Hakkani-Tur, Jan Jezabek, Abhay Jha, Jiun-Yu Kao, Prakash Krishnan, Peter Ku, Anuj Goyal, Chien-Wei Lin, Qing Liu, Arindam Mandal, Angeliki Metallinou, Vishal Naik, Yi Pan, Shachi Paul, Vittorio Perera, Abhishek Sethi, Minmin Shen, Nikko Strom, Eddie Wang

* NAACL 2021 System Demonstrations Track 

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OodGAN: Generative Adversarial Network for Out-of-Domain Data Generation


Apr 06, 2021
Petr Marek, Vishal Ishwar Naik, Vincent Auvray, Anuj Goyal

* NAACL 2021 Industry track 

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Dialog Simulation with Realistic Variations for Training Goal-Oriented Conversational Systems


Nov 16, 2020
Chien-Wei Lin, Vincent Auvray, Daniel Elkind, Arijit Biswas, Maryam Fazel-Zarandi, Nehal Belgamwar, Shubhra Chandra, Matt Zhao, Angeliki Metallinou, Tagyoung Chung, Charlie Shucheng Zhu, Suranjit Adhikari, Dilek Hakkani-Tur

* To be presented at Human in the Loop Dialogue Systems Workshop, NeurIPS 2020 

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On the Construction of the Inclusion Boundary Neighbourhood for Markov Equivalence Classes of Bayesian Network Structures


Dec 12, 2012
Vincent Auvray, Louis Wehenkel

* Appears in Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence (UAI2002) 

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Learning Inclusion-Optimal Chordal Graphs


Jun 13, 2012
Vincent Auvray, Louis Wehenkel

* Appears in Proceedings of the Twenty-Fourth Conference on Uncertainty in Artificial Intelligence (UAI2008) 

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