Pieter Delobelle

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 24

Top Topics

Text Classification

Machine Learning

Top Venues

Publications

Thomas Bauwens, Pieter Delobelle
BPE-knockout: Pruning Pre-existing BPE Tokenisers with Backwards-compatible Morphological Semi-supervision. NAACL-HLT (2024)
Xavier Suau, Pieter Delobelle, Katherine Metcalf, Armand Joulin, Nicholas Apostoloff, Luca Zappella, Pau Rodríguez
Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models. CoRR (2024)
Ewoenam Kwaku Tokpo, Pieter Delobelle, Bettina Berendt, Toon Calders
How Far Can It Go? On Intrinsic Gender Bias Mitigation for Text Classification. EACL (2023)
Pieter Delobelle, Sonja Mei Wang, Bettina Berendt
ResumeTailor: Improving Resume Quality Through Co-Creative Tools. HHAI (2023)
François Remy, Pieter Delobelle, Bettina Berendt, Kris Demuynck, Thomas Demeester
Tik-to-Tok: Translating Language Models One Token at a Time: An Embedding Initialization Strategy for Efficient Language Adaptation. CoRR (2023)
Ewoenam Kwaku Tokpo, Pieter Delobelle, Bettina Berendt, Toon Calders
How Far Can It Go?: On Intrinsic Gender Bias Mitigation for Text Classification. CoRR (2023)
Pieter Delobelle, Bettina Berendt
FairDistillation: Mitigating Stereotyping in Language Models. CoRR (2022)
Pieter Delobelle, Thomas Winters, Bettina Berendt
RobBERT-2022: Updating a Dutch Language Model to Account for Evolving Language Use. CoRR (2022)
Pieter Delobelle, Bettina Berendt
FairDistillation: Mitigating Stereotyping in Language Models. ECML/PKDD (2) (2022)
Pieter Delobelle, Ewoenam Kwaku Tokpo, Toon Calders, Bettina Berendt
Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models. NAACL-HLT (2022)
Pieter Delobelle, Thomas Winters, Bettina Berendt
RobBERTje: a Distilled Dutch BERT Model. CoRR (2022)
Kristen M. Scott, Sonja Mei Wang, Milagros Miceli, Pieter Delobelle, Karolina Sztandar-Sztanderska, Bettina Berendt
Algorithmic Tools in Public Employment Services: Towards a Jobseeker-Centric Perspective. FAccT (2022)
Pieter Delobelle, Paul Temple, Gilles Perrouin, Benoît Frénay, Patrick Heymans, Bettina Berendt
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning. SIGKDD Explor. 23 (1) (2021)
Kristen Scott, Pieter Delobelle, Bettina Berendt
Measuring Shifts in Attitudes Towards COVID-19 Measures in Belgium Using Multilingual BERT. CoRR (2021)
Thomas Winters, Pieter Delobelle
Survival of the Wittiest: Evolving Satire with Language Models. ICCC (2021)
Lara Pollet, Thomas Winters, Pieter Delobelle
Learning to Rank Generated Portmanteaus. ICCC (2021)
Pieter Delobelle, Ewoenam Kwaku Tokpo, Toon Calders, Bettina Berendt
Measuring Fairness with Biased Rulers: A Survey on Quantifying Biases in Pretrained Language Models. CoRR (2021)
Pieter Delobelle, Thomas Winters, Bettina Berendt
RobBERT: a Dutch RoBERTa-based Language Model. EMNLP (Findings) (2020)
Pieter Delobelle, Thomas Winters, Bettina Berendt
RobBERT: a Dutch RoBERTa-based Language Model. CoRR (2020)
Pieter Delobelle, Paul Temple, Gilles Perrouin, Benoît Frénay, Patrick Heymans, Bettina Berendt
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning. CoRR (2020)
Thomas Winters, Pieter Delobelle
Dutch Humor Detection by Generating Negative Examples. CoRR (2020)
Pieter Delobelle, Bettina Berendt
Time to Take Emoji Seriously: They Vastly Improve Casual Conversational Models. BNAIC/BENELEARN (2019)
Pieter Delobelle, Bettina Berendt
Time to Take Emoji Seriously: They Vastly Improve Casual Conversational Models. CoRR (2019)
Pieter Delobelle, Murilo Cunha, Eric Massip Cano, Jeroen Peperkamp, Bettina Berendt
Computational Ad Hominem Detection. ACL (2) (2019)