Pieter Delobelle

According to our database, Pieter Delobelle authored at least 28 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Bye Bye Perspective API: Lessons for Measurement Infrastructure in NLP, CSS and LLM Evaluation.

David Hartmann, Manuel Tonneau, Angelie Kraft, LK Seiling, Dimitri Staufer, Pieter Delobelle, Jan Fillies, Anna Ricarda Luther, Jan Batzner, Mareike Lisker

CoRR, April, 2026

Audit Me If You Can: Query-Efficient Active Fairness Auditing of Black-Box LLMs.

David Hartmann, Lena Pohlmann, Lelia Hanslik, Noah Gießing, Bettina Berendt, Pieter Delobelle

CoRR, January, 2026

ProbLog4Fairness: A Neurosymbolic Approach to Modeling and Mitigating Bias.

Rik Adriaensen, Lucas Van Praet, Jessa Bekker, Robin Manhaeve, Pieter Delobelle, Maarten Buyl

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models.

Margaret Mitchell, Giuseppe Attanasio, Ioana Baldini, Miruna Clinciu, Jordan Clive, Pieter Delobelle, Manan Dey, Sil Hamilton, Timm Dill, Jad Doughman, Ritam Dutt, Avijit Ghosh, Jessica Zosa Forde, Carolin Holtermann, Lucie-Aimée Kaffee, Tanmay Laud, Anne Lauscher, Roberto L. Lopez-Davila, Maraim Masoud, Nikita Nangia, Anaelia Ovalle, Giada Pistilli, Dragomir Radev, Beatrice Savoldi, Vipul Raheja, Jeremy Qin, Esther Ploeger, Arjun Subramonian, Kaustubh D. Dhole, Kaiser Sun, Amirbek Djanibekov, Jonibek Mansurov, Kayo Yin, Emilio Villa Cueva, Sagnik Mukherjee, Jerry Huang, Xudong Shen, Jay Gala, Hamdan Al-Ali, Tair Djanibekov, Nurdaulet Mukhituly, Shangrui Nie, Shanya Sharma, Karolina Stanczak, Eliza Szczechla, Tiago Timponi Torrent, Deepak Tunuguntla, Marcelo Viridiano, Oskar Van Der Wal, Adina Yakefu, Aurélie Névéol, Mike Zhang, Sydney Zink, Zeerak Talat

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024

ChocoLlama: Lessons Learned From Teaching Llamas Dutch.

Matthieu Meeus, Anthony Rathé, François Remy, Pieter Delobelle, Jens-Joris Decorte, Thomas Demeester

CoRR, 2024

Trans-Tokenization and Cross-lingual Vocabulary Transfers: Language Adaptation of LLMs for Low-Resource NLP.

François Remy, Pieter Delobelle, Hayastan Avetisyan, Alfiya Khabibullina, Miryam de Lhoneux, Thomas Demeester

CoRR, 2024

BPE-knockout: Pruning Pre-existing BPE Tokenisers with Backwards-compatible Morphological Semi-supervision.

Thomas Bauwens, Pieter Delobelle

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

OneLove beyond the field - A few-shot pipeline for topic and sentiment analysis during the FIFA World Cup in Qatar.

Christoph Rauchegger, Sonja Mei Wang, Pieter Delobelle

Proceedings of the 20th Conference on Natural Language Processing, 2024

Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models.

Xavier Suau, Pieter Delobelle, Katherine Metcalf, Armand Joulin, Nicholas Apostoloff, Luca Zappella, Pau Rodríguez

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Metrics for What, Metrics for Whom: Assessing Actionability of Bias Evaluation Metrics in NLP.

Pieter Delobelle, Giuseppe Attanasio, Debora Nozza, Su Lin Blodgett, Zeerak Talat

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

ItaEval and TweetyIta: A New Extensive Benchmark and Efficiency-First Language Model for Italian.

Giuseppe Attanasio, Pieter Delobelle, Moreno La Quatra, Andrea Santilli, Beatrice Savoldi

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

2023

Tik-to-Tok: Translating Language Models One Token at a Time: An Embedding Initialization Strategy for Efficient Language Adaptation.

François Remy, Pieter Delobelle, Bettina Berendt, Kris Demuynck, Thomas Demeester

CoRR, 2023

ResumeTailor: Improving Resume Quality Through Co-Creative Tools.

Pieter Delobelle, Sonja Mei Wang, Bettina Berendt

Proceedings of the HHAI 2023: Augmenting Human Intellect, 2023

How Far Can It Go? On Intrinsic Gender Bias Mitigation for Text Classification.

Ewoenam Kwaku Tokpo, Pieter Delobelle, Bettina Berendt, Toon Calders

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022

RobBERT-2022: Updating a Dutch Language Model to Account for Evolving Language Use.

Pieter Delobelle, Thomas Winters, Bettina Berendt

CoRR, 2022

RobBERTje: a Distilled Dutch BERT Model.

Pieter Delobelle, Thomas Winters, Bettina Berendt

CoRR, 2022

FairDistillation: Mitigating Stereotyping in Language Models.

Pieter Delobelle, Bettina Berendt

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models.

Pieter Delobelle, Ewoenam Kwaku Tokpo, Toon Calders, Bettina Berendt

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Algorithmic Tools in Public Employment Services: Towards a Jobseeker-Centric Perspective.

Kristen M. Scott, Sonja Mei Wang, Milagros Miceli, Pieter Delobelle, Karolina Sztandar-Sztanderska, Bettina Berendt

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning.

Pieter Delobelle, Paul Temple, Gilles Perrouin, Benoît Frénay, Patrick Heymans, Bettina Berendt

SIGKDD Explor., 2021

Measuring Fairness with Biased Rulers: A Survey on Quantifying Biases in Pretrained Language Models.

Pieter Delobelle, Ewoenam Kwaku Tokpo, Toon Calders, Bettina Berendt

CoRR, 2021

Measuring Shifts in Attitudes Towards COVID-19 Measures in Belgium Using Multilingual BERT.

Kristen M. Scott, Pieter Delobelle, Bettina Berendt

CoRR, 2021

Survival of the Wittiest: Evolving Satire with Language Models.

Thomas Winters, Pieter Delobelle

Proceedings of the Twelfth International Conference on Computational Creativity, 2021

Learning to Rank Generated Portmanteaus.

Lara Pollet, Thomas Winters, Pieter Delobelle

Proceedings of the Twelfth International Conference on Computational Creativity, 2021

2020

Dutch Humor Detection by Generating Negative Examples.

Thomas Winters, Pieter Delobelle

CoRR, 2020

RobBERT: a Dutch RoBERTa-based Language Model.

Pieter Delobelle, Thomas Winters, Bettina Berendt

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

Time to Take Emoji Seriously: They Vastly Improve Casual Conversational Models.

Pieter Delobelle, Bettina Berendt

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

Computational Ad Hominem Detection.

Pieter Delobelle, Murilo Cunha, Eric Massip Cano, Jeroen Peperkamp, Bettina Berendt

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019