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Perturbation Augmentation for Fairer NLP


May 25, 2022
Rebecca Qian, Candace Ross, Jude Fernandes, Eric Smith, Douwe Kiela, Adina Williams


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Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality


Apr 07, 2022
Tristan Thrush, Ryan Jiang, Max Bartolo, Amanpreet Singh, Adina Williams, Douwe Kiela, Candace Ross

* CVPR 2022 

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CM3: A Causal Masked Multimodal Model of the Internet


Jan 19, 2022
Armen Aghajanyan, Bernie Huang, Candace Ross, Vladimir Karpukhin, Hu Xu, Naman Goyal, Dmytro Okhonko, Mandar Joshi, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer


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Learning a natural-language to LTL executable semantic parser for grounded robotics


Aug 11, 2020
Christopher Wang, Candace Ross, Yen-Ling Kuo, Boris Katz, Andrei Barbu

* 10 pages, 2 figures, Submitted to Conference on Robot Learning (CoRL) 2020; Fix author list to reflect CoRL submission 

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Measuring Social Biases in Grounded Vision and Language Embeddings


Feb 20, 2020
Candace Ross, Boris Katz, Andrei Barbu


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