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DuoRAT: Towards Simpler Text-to-SQL Models


Oct 21, 2020
Torsten Scholak, Raymond Li, Dzmitry Bahdanau, Harm de Vries, Chris Pal

* Code is available at https://github.com/ElementAI/duorat 

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Towards Ecologically Valid Research on Language User Interfaces


Jul 28, 2020
Harm de Vries, Dzmitry Bahdanau, Christopher Manning


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BabyAI 1.1


Jul 24, 2020
David Yu-Tung Hui, Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Yoshua Bengio

* 9 pages, 1 figure, technical report 

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Combating False Negatives in Adversarial Imitation Learning


Feb 02, 2020
Konrad Zolna, Chitwan Saharia, Leonard Boussioux, David Yu-Tung Hui, Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Yoshua Bengio

* This is an extended version of the student abstract published at 34th AAAI Conference on Artificial Intelligence 

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CLOSURE: Assessing Systematic Generalization of CLEVR Models


Dec 12, 2019
Dzmitry Bahdanau, Harm de Vries, Timothy J. O'Donnell, Shikhar Murty, Philippe Beaudoin, Yoshua Bengio, Aaron Courville

* Technical report 

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Automated curriculum generation for Policy Gradients from Demonstrations


Dec 01, 2019
Anirudh Srinivasan, Dzmitry Bahdanau, Maxime Chevalier-Boisvert, Yoshua Bengio

* Accepted to Deep RL Workshop at NeurIPS 2019 

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Systematic Generalization: What Is Required and Can It Be Learned?


Nov 30, 2018
Dzmitry Bahdanau, Shikhar Murty, Michael Noukhovitch, Thien Huu Nguyen, Harm de Vries, Aaron Courville

* Preprint. Work in progress 

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BabyAI: First Steps Towards Grounded Language Learning With a Human In the Loop


Oct 27, 2018
Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Salem Lahlou, Lucas Willems, Chitwan Saharia, Thien Huu Nguyen, Yoshua Bengio

* Preprint. Work in progress 

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Learning to Understand Goal Specifications by Modelling Reward


Oct 02, 2018
Dzmitry Bahdanau, Felix Hill, Jan Leike, Edward Hughes, Pushmeet Kohli, Edward Grefenstette

* 18 pages, 8 figures 

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Commonsense mining as knowledge base completion? A study on the impact of novelty


Apr 24, 2018
Stanisław Jastrzębski, Dzmitry Bahdanau, Seyedarian Hosseini, Michael Noukhovitch, Yoshua Bengio, Jackie Chi Kit Cheung

* Published in Workshop on New Forms of Generalization in Deep Learning and Natural Language Processing (NAACL 2018) 

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