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Overcoming Conflicting Data for Model Updates


Oct 23, 2020
David Gaddy, Alex Kouzemtchenko, Pavan Kumar Reddy, Prateek Kolhar, Rushin Shah


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Continual Learning for Neural Semantic Parsing


Oct 15, 2020
Vladislav Lialin, Rahul Goel, Andrey Simanovsky, Anna Rumshisky, Rushin Shah


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Improving Robustness of Task Oriented Dialog Systems


Nov 12, 2019
Arash Einolghozati, Sonal Gupta, Mrinal Mohit, Rushin Shah

* 3rd Conversational AI Workshop at 33rd Conference on Neural Information Processing Systems (NeurIPS 2019) 

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Improving Semantic Parsing for Task Oriented Dialog


Feb 15, 2019
Arash Einolghozati, Panupong Pasupat, Sonal Gupta, Rushin Shah, Mrinal Mohit, Mike Lewis, Luke Zettlemoyer


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PyText: A Seamless Path from NLP research to production


Dec 12, 2018
Ahmed Aly, Kushal Lakhotia, Shicong Zhao, Mrinal Mohit, Barlas Oguz, Abhinav Arora, Sonal Gupta, Christopher Dewan, Stef Nelson-Lindall, Rushin Shah


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Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog


Oct 31, 2018
Sebastian Schuster, Sonal Gupta, Rushin Shah, Mike Lewis

* 10 pages 

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Semantic Parsing for Task Oriented Dialog using Hierarchical Representations


Oct 18, 2018
Sonal Gupta, Rushin Shah, Mrinal Mohit, Anuj Kumar, Mike Lewis

* Conference on Empirical Methods in Natural Language Processing (EMNLP) 2018 

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