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Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI


May 25, 2022
Suzanna Sia , Anton Belyy , Amjad Almahairi , Madian Khabsa , Luke Zettlemoyer , Lambert Mathias

* Under Review 

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UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning


Oct 14, 2021
Yuning Mao , Lambert Mathias , Rui Hou , Amjad Almahairi , Hao Ma , Jiawei Han , Wen-tau Yih , Madian Khabsa


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Unsupervised Learning of Dense Visual Representations


Nov 11, 2020
Pedro O. Pinheiro , Amjad Almahairi , Ryan Y. Benmaleck , Florian Golemo , Aaron Courville


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The Impact of Preprocessing on Arabic-English Statistical and Neural Machine Translation


Jun 27, 2019
Mai Oudah , Amjad Almahairi , Nizar Habash

* Accepted to MT Summit 2019 

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Adversarial Computation of Optimal Transport Maps


Jun 24, 2019
Jacob Leygonie , Jennifer She , Amjad Almahairi , Sai Rajeswar , Aaron Courville


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A Closer Look at the Optimization Landscapes of Generative Adversarial Networks


Jun 11, 2019
Hugo Berard , Gauthier Gidel , Amjad Almahairi , Pascal Vincent , Simon Lacoste-Julien


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Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data


Jun 18, 2018
Amjad Almahairi , Sai Rajeswar , Alessandro Sordoni , Philip Bachman , Aaron Courville

* ICML 2018 

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Learning Distributed Representations from Reviews for Collaborative Filtering


Jun 18, 2018
Amjad Almahairi , Kyle Kastner , Kyunghyun Cho , Aaron Courville

* Published in RecSys 2015 conference 

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Calibrating Energy-based Generative Adversarial Networks


Feb 24, 2017
Zihang Dai , Amjad Almahairi , Philip Bachman , Eduard Hovy , Aaron Courville

* ICLR 2017 camera ready 

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First Result on Arabic Neural Machine Translation


Jun 08, 2016
Amjad Almahairi , Kyunghyun Cho , Nizar Habash , Aaron Courville

* EMNLP submission 

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