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Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection21citations
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A Multidisciplinary Lens of Bias in Hate Speech2023 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) conference-paper Computer Science Hate Speech and Cyberbullying Detection Open access
Paula Reyero Lobo, Joseph Kwarteng, Mayra Russo, Miriam Fahimi, Kristen M. Scott, Antonio Ferrara, +2 more
1citations -
AIxcellent Vibes at GermEval 2025 Shared Task on Candy Speech Detection: Improving Model Performance by Span-Level Training2025 RWTH Publications (RWTH Aachen) article Computer Science Hate Speech and Cyberbullying Detection Open access
Christian Rene Thelen, Patrick Gustav Blaneck, Tobias Bornheim, Niklas Grieger, Stephan Bialonski
0citations -
The Unseen Targets of Hate: A Systematic Review of Hateful Communication Datasets2024 Social Science Computer Review review Computer Science Hate Speech and Cyberbullying Detection Open access
Zehui Yu, Dennis Assenmacher, Mattia Samory, Leon Fröhling, Christina Dahn, Debora Nozza, +1 more
8citations -
People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection2023 arXiv (Cornell University) preprint Computer Science Hate Speech and Cyberbullying Detection Open access
Indira Sen, Dennis Assenmacher, Mattia Samory, Isabelle Augenstein, Wil M. P. van der Aalst, Claudia Wagne
0citations -
Detecting Sexism in German Online Newspaper Comments with Open-Source Text Embeddings (Team GDA, GermEval2024 Shared Task 1: GerMS-Detect, Subtasks 1 and 2, Closed Track)2024 arXiv (Cornell University) preprint Computer Science Hate Speech and Cyberbullying Detection Open access
Florian Bremm, Patrick Gustav Blaneck, Tobias Bornheim, Niklas Grieger, Stephan Bialonski
0citations -
From Emotion to Expression: Theoretical Foundations and Resources for Fear Speech2026 Underline Science Inc. other Computer Science Hate Speech and Cyberbullying Detection Open access
Association for Computational Linguistics 2026, Gabriella Lapesa, Vigneshwaran Shankaran, Claudia Wagner
0citations -
Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection2025 Underline Science Inc. other Computer Science Hate Speech and Cyberbullying Detection Open access
Association for Computational Linguistics 2025, Jose Maria Alonso, Dennis Assenmacher, Rabiraj Bandyopadhyay, Claudia Wagner
0citations -
People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Hate Speech and Cyberbullying Detection Open access
Indira Sen, Dennis Assenmacher, Mattia Samory, Isabelle Augenstein, Wil M. P. van der Aalst, Claudia Wagner
8citations -
How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs?2021 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Hate Speech and Cyberbullying Detection Open access
Indira Sen, Mattia Samory, Fabian Flöck, Claudia Wagner, Isabelle Augenstein
22citations -
Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection2025 International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL) conference-paper Computer Science Hate Speech and Cyberbullying Detection Open access
Rabiraj Bandyopadhyay, Dennis Assenmacher, José M. Alonso, Claudia Wagner
0citations
22 results