Rethinking the Evaluation of Alignment Methods: Insights into Diversity, Generalisation, and Safety
Denis P. Janiak, Julia A Moska, Dawid Motyka, Paweł T Walkowiak, Arkadiusz Janz, Karolina Seweryn, Bartosz Żuk
EACL 2026
2026
Profile
Paweł Walkowiak
PhD Student
Education
- 2017
B.Eng. in Computer Science
Wroclaw University of Science and Technology
- 2019
MsC in Computer Science
Wroclaw University of Science and Technology
Publications8
PLLuM-Align: Polish Preference Dataset for Large Language Model Alignment
Julia A Moska, Dawid Motyka, Paweł T Walkowiak, Arkadiusz Janz, Karolina Seweryn, Anna Kołos, Agnieszka Karlińska, Katarzyna Lorenc, Katarzyna Dziewulska, Maciej Chrabąszcz, Aleksandra Krasnodębska, Paula Betscher, Zofia Cieślińska, Katarzyna Kowol, Bartosz Żuk
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
2025
Resilience of Named Entity Recognition models against adversarial attacks
Paweł T. Walkowiak
International Journal of Electronics and Telecommunications 2025 vol. 71, nr 3
2025
Is heterogeneous model soup tasty? A multidimensional evaluation of diverse model soups in language model alignment
Dawid Motyka, Paweł T Walkowiak, Julia A Moska, Arkadiusz Janz, Bartosz Żuk, Karolina Seweryn
Springer Nature Switzerland AG
2025
An empirical assessment of LLM-based approaches to malicious webpage detection
Gracjan Mak, Mateusz Gniewkowski, Paweł T Walkowiak, Arkadiusz Janz
Springer Nature Switzerland AG
2025
Precise language deception: XAI driven targeted adversarial examples with restricted knowledge
Mateusz Gniewkowski, Paweł T Walkowiak, Marek Klonowski, Tomasz Walkowiak
Springer Nature Switzerland AG
2025
2024
Do Not Trust Me: explainability against text classification
Mateusz Gniewkowski, Paweł T Walkowiak, Piotr Syga, Marek Klonowski, Tomasz Walkowiak
IOS Press
2023