Towards personalized language models: significant advancements at the cost of emerging risks
M Gniewkowski, PT Walkowiak, M Klonowski, T Walkowiak, P Syga
ECML-PKDD 2027
2027
Paweł Walkowiak
PhD Student
Research interests
- nlp
- adversarial examples
- mechanistic interpetability
Research groups
Education
- 2019
B.Eng. in Computer Science
Wroclaw University of Science and Technology
- 2023
MsC in Computer Science
Wroclaw University of Science and Technology
Publications9
Resilience of Named Entity Recognition models against adversarial attacks
PT Walkowiak
International Journal of Electronics and Telecommunications 71(3), 1–6
2025
Is heterogeneous model soup tasty? A multidimensional evaluation of diverse model soups in language model alignment
D Motyka, PT Walkowiak, JA Moska, A Janz, B Żuk, K Seweryn
ICCS 2025 154–162
2025
An empirical assessment of LLM-based approaches to malicious webpage detection
G Mak, M Gniewkowski, PT Walkowiak, A Janz
ICCS 2025 162–176
2025
Precise language deception: XAI driven targeted adversarial examples with restricted knowledge
M Gniewkowski, PT Walkowiak, M Klonowski, T Walkowiak
ICCS 2025 49–60 · Cited by 1
2025
Robustness of named entity recognition models
PT Walkowiak
System Dependability - Theory and Applications 306–315
2024
Do Not Trust Me: explainability against text classification
M Gniewkowski, PT Walkowiak, P Syga, M Klonowski, T Walkowiak
ECAI 2023 875–882 · Cited by 1
2023