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Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants

Dec 16, 2021
Max Bartolo, Tristan Thrush, Sebastian Riedel, Pontus Stenetorp, Robin Jia, Douwe Kiela

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Hatemoji: A Test Suite and Adversarially-Generated Dataset for Benchmarking and Detecting Emoji-based Hate

Aug 31, 2021
Hannah Rose Kirk, Bertram Vidgen, Paul Röttger, Tristan Thrush, Scott A. Hale

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

May 21, 2021
Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush, Somya Jain, Ledell Wu, Robin Jia, Christopher Potts, Adina Williams, Douwe Kiela

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Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation

Apr 18, 2021
Max Bartolo, Tristan Thrush, Robin Jia, Sebastian Riedel, Pontus Stenetorp, Douwe Kiela

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Dynabench: Rethinking Benchmarking in NLP

Apr 07, 2021
Douwe Kiela, Max Bartolo, Yixin Nie, Divyansh Kaushik, Atticus Geiger, Zhengxuan Wu, Bertie Vidgen, Grusha Prasad, Amanpreet Singh, Pratik Ringshia, Zhiyi Ma, Tristan Thrush, Sebastian Riedel, Zeerak Waseem, Pontus Stenetorp, Robin Jia, Mohit Bansal, Christopher Potts, Adina Williams

* NAACL 2021 

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Rover Relocalization for Mars Sample Return by Virtual Template Synthesis and Matching

Mar 05, 2021
Tu-Hoa Pham, William Seto, Shreyansh Daftry, Barry Ridge, Johanna Hansen, Tristan Thrush, Mark Van der Merwe, Gerard Maggiolino, Alexander Brinkman, John Mayo, Yang Cheng, Curtis Padgett, Eric Kulczycki, Renaud Detry

* To appear in IEEE Robotics and Automation Letters (RA-L) and IEEE International Conference on Robotics and Automation (ICRA 2021) 

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Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection

Dec 31, 2020
Bertie Vidgen, Tristan Thrush, Zeerak Waseem, Douwe Kiela

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Investigating Novel Verb Learning in BERT: Selectional Preference Classes and Alternation-Based Syntactic Generalization

Nov 04, 2020
Tristan Thrush, Ethan Wilcox, Roger Levy

* Accepted to BlackboxNLP 2020 

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ANLIzing the Adversarial Natural Language Inference Dataset

Oct 24, 2020
Adina Williams, Tristan Thrush, Douwe Kiela

* 33 pages, 1 figure, 24 tables 

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Compositional Neural Machine Translation by Removing the Lexicon from Syntax

Feb 06, 2020
Tristan Thrush

* natural language processing; adversarial neural networks; machine translation; aphasia; neural attention 

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