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Is More Data Better? Re-thinking the Importance of Efficiency in Abusive Language Detection with Transformers-Based Active Learning


Sep 21, 2022
Hannah Rose Kirk, Bertie Vidgen, Scott A. Hale

* Third Workshop on Threat, Aggression and Cyberbullying (COLING 2022) 

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Multilingual HateCheck: Functional Tests for Multilingual Hate Speech Detection Models


Jun 20, 2022
Paul Röttger, Haitham Seelawi, Debora Nozza, Zeerak Talat, Bertie Vidgen

* Accepted at WOAH (NAACL 2022) 

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Handling and Presenting Harmful Text


Apr 29, 2022
Leon Derczynski, Hannah Rose Kirk, Abeba Birhane, Bertie Vidgen


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Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks


Dec 14, 2021
Paul Röttger, Bertie Vidgen, Dirk Hovy, Janet B. Pierrehumbert


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An influencer-based approach to understanding radical right viral tweets


Sep 15, 2021
Laila Sprejer, Helen Margetts, Kleber Oliveira, David O'Sullivan, Bertie Vidgen


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Deciphering Implicit Hate: Evaluating Automated Detection Algorithms for Multimodal Hate


Jun 10, 2021
Austin Botelho, Bertie Vidgen, Scott A. Hale

* Findings of ACL, 2021 
* Please note the paper contains examples of hateful content 

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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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Tackling Racial Bias in Automated Online Hate Detection: Towards Fair and Accurate Classification of Hateful Online Users Using Geometric Deep Learning


Mar 22, 2021
Zo Ahmed, Bertie Vidgen, Scott A. Hale


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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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Detecting East Asian Prejudice on Social Media


May 08, 2020
Bertie Vidgen, Austin Botelho, David Broniatowski, Ella Guest, Matthew Hall, Helen Margetts, Rebekah Tromble, Zeerak Waseem, Scott Hale

* 12 pages 

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