Measuring fairness with biased rulers: A comparative study on bias metrics for pre-trained language models P Delobelle, EK Tokpo, T Calders, B Berendt Proceedings of the 2022 Conference of the North American chapter of the …, 2022 | 121 | 2022 |
Text style transfer for bias mitigation using masked language modeling EK Tokpo, T Calders In Proceedings of the 2022 Conference of the North American Chapter of the …, 2022 | 38 | 2022 |
Measuring fairness with biased rulers: A survey on quantifying biases in pretrained language models P Delobelle, EK Tokpo, T Calders, B Berendt arXiv preprint arXiv:2112.07447, 2021 | 24 | 2021 |
How Far Can It Go? On Intrinsic Gender Bias Mitigation for Text Classification E Tokpo, P Delobelle, B Berendt, T Calders In Proceedings of the 17th Conference of the European Chapter of the …, 2023 | 15 | 2023 |
FairFlow: An Automated Approach to Model-Based Counterfactual Data Augmentation for NLP EK Tokpo, T Calders Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024 | 1 | 2024 |
Model-based Counterfactual Generator for Gender Bias Mitigation EK Tokpo, T Calders arXiv preprint arXiv:2311.03186, 2023 | 1 | 2023 |
Assessing and mitigating bias in natural language systems EK Tokpo University of Antwerp, 2024 | | 2024 |