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2020 – today
- 2024
[c14]Pieter Delobelle, Giuseppe Attanasio, Debora Nozza, Su Lin Blodgett, Zeerak Talat:
Metrics for What, Metrics for Whom: Assessing Actionability of Bias Evaluation Metrics in NLP. EMNLP 2024: 21669-21691- [c13]Xavier Suau, Pieter Delobelle, Katherine Metcalf, Armand Joulin, Nicholas Apostoloff, Luca Zappella, Pau Rodríguez:
Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models. ICML 2024 - [c12]Christoph Rauchegger, Sonja Mei Wang, Pieter Delobelle:
OneLove beyond the field - A few-shot pipeline for topic and sentiment analysis during the FIFA World Cup in Qatar. BBBBBBBBBB 2024: 349-357 - [c11]Thomas Bauwens, Pieter Delobelle:
BPE-knockout: Pruning Pre-existing BPE Tokenisers with Backwards-compatible Morphological Semi-supervision. NAACL-HLT 2024: 5810-5832 - [i14]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 abs/2407.12824 (2024) - [i13]Christoph Rauchegger, Sonja Mei Wang, Pieter Delobelle:
OneLove beyond the field - A few-shot pipeline for topic and sentiment analysis during the FIFA World Cup in Qatar. CoRR abs/2408.02520 (2024) - [i12]François Remy, Pieter Delobelle, Hayastan Avetisyan, Alfiya Khabibullina, Miryam de Lhoneux, Thomas Demeester:
Trans-Tokenization and Cross-lingual Vocabulary Transfers: Language Adaptation of LLMs for Low-Resource NLP. CoRR abs/2408.04303 (2024) - 2023
- [c10]Ewoenam Kwaku Tokpo
, Pieter Delobelle, Bettina Berendt, Toon Calders:
How Far Can It Go? On Intrinsic Gender Bias Mitigation for Text Classification. EACL 2023: 3410-3425 - [c9]Pieter Delobelle, Sonja Mei Wang, Bettina Berendt:
ResumeTailor: Improving Resume Quality Through Co-Creative Tools. HHAI 2023: 419-421 - [i11]Ewoenam Kwaku Tokpo, Pieter Delobelle, Bettina Berendt, Toon Calders:
How Far Can It Go?: On Intrinsic Gender Bias Mitigation for Text Classification. CoRR abs/2301.12855 (2023) - [i10]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 abs/2310.03477 (2023) - 2022
- [c8]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: 2138-2148 - [c7]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: 1693-1706 - [c6]Pieter Delobelle, Bettina Berendt:
FairDistillation: Mitigating Stereotyping in Language Models. ECML/PKDD (2) 2022: 638-654 - [i9]Pieter Delobelle, Thomas Winters, Bettina Berendt:
RobBERTje: a Distilled Dutch BERT Model. CoRR abs/2204.13511 (2022) - [i8]Pieter Delobelle, Bettina Berendt:
FairDistillation: Mitigating Stereotyping in Language Models. CoRR abs/2207.04546 (2022) - [i7]Pieter Delobelle, Thomas Winters, Bettina Berendt:
RobBERT-2022: Updating a Dutch Language Model to Account for Evolving Language Use. CoRR abs/2211.08192 (2022) - 2021
- [j1]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): 32-41 (2021) - [c5]Thomas Winters, Pieter Delobelle:
Survival of the Wittiest: Evolving Satire with Language Models. ICCC 2021: 82-86 - [c4]Lara Pollet, Thomas Winters, Pieter Delobelle:
Learning to Rank Generated Portmanteaus. ICCC 2021: 386-390 - [i6]Kristen M. Scott, Pieter Delobelle, Bettina Berendt:
Measuring Shifts in Attitudes Towards COVID-19 Measures in Belgium Using Multilingual BERT. CoRR abs/2104.09947 (2021) - [i5]Pieter Delobelle, Ewoenam Kwaku Tokpo, Toon Calders, Bettina Berendt:
Measuring Fairness with Biased Rulers: A Survey on Quantifying Biases in Pretrained Language Models. CoRR abs/2112.07447 (2021) - 2020
- [c3]Pieter Delobelle, Thomas Winters, Bettina Berendt:
RobBERT: a Dutch RoBERTa-based Language Model. EMNLP (Findings) 2020: 3255-3265 - [i4]Pieter Delobelle, Thomas Winters, Bettina Berendt:
RobBERT: a Dutch RoBERTa-based Language Model. CoRR abs/2001.06286 (2020) - [i3]Pieter Delobelle, Paul Temple, Gilles Perrouin, Benoît Frénay, Patrick Heymans, Bettina Berendt:
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning. CoRR abs/2005.06852 (2020) - [i2]Thomas Winters, Pieter Delobelle:
Dutch Humor Detection by Generating Negative Examples. CoRR abs/2010.13652 (2020)
2010 – 2019
- 2019
- [c2]Pieter Delobelle, Murilo Cunha, Eric Massip Cano, Jeroen Peperkamp, Bettina Berendt:
Computational Ad Hominem Detection. ACL (2) 2019: 203-209 - [c1]Pieter Delobelle, Bettina Berendt:
Time to Take Emoji Seriously: They Vastly Improve Casual Conversational Models. BNAIC/BENELEARN 2019 - [i1]Pieter Delobelle, Bettina Berendt:
Time to Take Emoji Seriously: They Vastly Improve Casual Conversational Models. CoRR abs/1910.13793 (2019)
Coauthor Index
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last updated on 2024-11-13 23:50 CET by the dblp team
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