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Perturbation Augmentation for Fairer NLP



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


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"I'm sorry to hear that": finding bias in language models with a holistic descriptor dataset



Eric Michael Smith , Melissa Hall Melanie Kambadur , Eleonora Presani , Adina Williams


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



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

* CVPR 2022 

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Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks



Tristan Thrush , Kushal Tirumala , Anmol Gupta , Max Bartolo , Pedro Rodriguez , Tariq Kane , William Gaviria Rojas , Peter Mattson , Adina Williams , Douwe Kiela

* ACL System Demos 2022 

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A Latent-Variable Model for Intrinsic Probing



Karolina Stańczak , Lucas Torroba Hennigen , Adina Williams , Ryan Cotterell , Isabelle Augenstein


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A Word on Machine Ethics: A Response to Jiang et al. (2021)



Zeerak Talat , Hagen Blix , Josef Valvoda , Maya Indira Ganesh , Ryan Cotterell , Adina Williams

* 11 pages, 2 figures, submitting soon to ACL Rolling Review 

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Analyzing Dynamic Adversarial Training Data in the Limit



Eric Wallace , Adina Williams , Robin Jia , Douwe Kiela


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Hi, my name is Martha: Using names to measure and mitigate bias in generative dialogue models



Eric Michael Smith , Adina Williams


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Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking



Zhiyi Ma , Kawin Ethayarajh , Tristan Thrush , Somya Jain , Ledell Wu , Robin Jia , Christopher Potts , Adina Williams , Douwe Kiela


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Investigating Failures of Automatic Translation in the Case of Unambiguous Gender



Adithya Renduchintala , Adina Williams

* 10 pages, 2 figures, 4 tables, submitting to EMNLP 2021 

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