Pieter Delobelle

According to our database, Pieter Delobelle authored at least 22 papers between 2019 and 2024.

Collaborative distances:

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

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

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