Hallucination Detection in LLMs Using Spectral Features of Attention Maps
Jakub Binkowski, Denis P Janiak, Albert K Sawczyn, Tomasz Kajdanowicz, Bogdan Gabrys
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
Profil
Doktorant
Albert graduated in BSc in Computer Science and MSc in Data Science, both from Wroclaw University of Science and Technology. He became passionate about general Artificial Intelligence as he started learning programming in a high school. His past developed and deployed projects are both scientific and commercial. He was fortunate to work on thematically diversified projects, covering signal processing, reinforcement learning, natural language processing and graph processing. His current work is placed in the field of learning representation of knowledge graphs and its applications.
MSc in Data Science
Wrocław University of Science and Technology
BSc in Computer Science
Wrocław University of Science and Technology
Jakub Binkowski, Denis P Janiak, Albert K Sawczyn, Tomasz Kajdanowicz, Bogdan Gabrys
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
Denis P. Janiak, Jakub Binkowski, Albert K Sawczyn, Tomasz Kajdanowicz, Bogdan Gabrys, Ravid Shwartz-Ziv
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
Albert K. Sawczyn, Katsiaryna Viarenich, Konrad D Wojtasik, Aleksandra Domogała, Marcin Ł Oleksy, Maciej Piasecki, Tomasz Kajdanowicz
Stroudsburg : Association for Computational Linguistics, cop. 2024. s. 10978-10996.
Albert K. Sawczyn, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz
[Gyeongju : International Committee on Computational Linguistic, 2024]. s. 5768-5782.
Jakub Binkowski, Albert K Sawczyn, Denis P Janiak, Piotr Bielak, Tomasz Kajdanowicz
Lecture notes in computer science
Łukasz M. Augustyniak, Kamil Tagowski, Albert K Sawczyn, Denis P Janiak, Roman D Bartusiak, Adrian Szymczak, Marcin Wątroba, Arkadiusz Janz, Piotr Szymański, Tomasz Kajdanowicz, Maciej Piasecki, Mikołaj Morzy
Advances in Neural Information Processing Systems
Piotr Bielak, Jakub Binkowski, Albert K Sawczyn, Katsiaryna Viarenich, Daria Puchalska, Tomasz Kajdanowicz
Journal of Computational Science
Jakub Binkowski, Denis P Janiak, Albert K Sawczyn, Tomasz Kajdanowicz, Łukasz M Augustyniak
W: ML in PL Conference 2021, virtual-only, 5-7 November 2021. [B.m. : b.wyd., 2021]. s. 1-1.
Albert K. Sawczyn, Jakub Binkowski, Denis P Janiak, Łukasz M Augustyniak, Tomasz Kajdanowicz
Procedia Computer Science