RobBERT: a Dutch RoBERTa-based Language Model P Delobelle, T Winters, B Berendt Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020 | 251 | 2020 |
Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models P Delobelle, E Tokpo, T Calders, B Berendt Proceedings of the 2022 Conference of the North American Chapter of the …, 2022 | 98* | 2022 |
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning P Delobelle, P Temple, G Perrouin, B Frénay, P Heymans, B Berendt ACM SIGKDD Explorations Newsletter 2021, 2020 | 46 | 2020 |
Algorithmic tools in public employment services: Towards a jobseeker-centric perspective KM Scott, SM Wang, M Miceli, P Delobelle, K Sztandar-Sztanderska, ... Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022 | 30 | 2022 |
RobBERTje: A Distilled Dutch BERT Model P Delobelle, T Winters, B Berendt 31st Meeting of Computational Linguistics in The Netherlands (CLIN 31), 2022 | 17 | 2022 |
FairDistillation: Mitigating Stereotyping in Language Models P Delobelle, B Berendt ECML-PKDD 2022, 2022 | 15 | 2022 |
Time to Take Emoji Seriously: They Vastly Improve Casual Conversational Models P Delobelle, B Berendt 28th Belgian-Dutch Conference on Machine Learning (Benelearn 2019), 1-7, 2019 | 15 | 2019 |
Computational Ad Hominem Detection P Delobelle, M Cunha, EM Cano, J Peperkamp, B Berendt Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 13 | 2019 |
Dutch Humor Detection by Generating Negative Examples T Winters, P Delobelle 29th Belgian-Dutch Conference on Machine Learning (Benelearn 2020), 2020 | 12 | 2020 |
Survival of the Wittiest: Evolving Satire with Language Models. T Winters, P Delobelle ICCC, 82-86, 2021 | 9 | 2021 |
RobBERT-2022: Updating a Dutch Language Model to Account for Evolving Language Use P Delobelle, T Winters, B Berendt arXiv preprint arXiv:2211.08192, 2022 | 8 | 2022 |
RobBERT: A dutch RoBERTa-based language model. arXiv 2020 P Delobelle, T Winters, B Berendt arXiv preprint arXiv:2001.06286, 0 | 6 | |
How Far Can It Go? On Intrinsic Gender Bias Mitigation for Text Classification E Tokpo, P Delobelle, B Berendt, T Calders EACL 2023, 2023 | 5 | 2023 |
Measuring Shifts in Attitudes Towards COVID-19 Measures in Belgium K Scott, P Delobelle, B Berendt Computational Linguistics in the Netherlands Journal 11, 2021 | 3* | 2021 |
Time to Question if We Should: Data-Driven and Algorithmic Tools in Public Employment Services P Delobelle, KM Scott, SM Wang, M Miceli, D Hartmann, T Yang, ... FEAST at ECML-PKDD 2021, 2021 | 3 | 2021 |
RobBERT-2023: Keeping Dutch Language Models Up-To-Date at a Lower Cost Thanks to Model Conversion P Delobelle, F Remy Computational Linguistics in the Netherlands Journal 13, 193-203, 2024 | 2 | 2024 |
ResumeTailor: Improving Resume Quality Through Co-Creative Tools P Delobelle, SM Wang, B Berendt HHAI 2023: Augmenting Human Intellect, 419-421, 2023 | 2 | 2023 |
Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models X Suau, P Delobelle, K Metcalf, A Joulin, N Apostoloff, L Zappella, ... Forty-first International Conference on Machine Learning, 0 | 1 | |
BPE-knockout: Pruning Pre-existing BPE Tokenisers with Backwards-compatible Morphological Semi-supervision T Bauwens, P Delobelle Proceedings of the 2024 Conference of the North American Chapter of the …, 2024 | | 2024 |
Towards Fairer Foundation Models: On Measures and Mitigation Strategies (PhD thesis) P Delobelle KU Leuven, 2023 | | 2023 |