Attention sinks as internal signals for hallucination detection in large language models
J Binkowski, K Adamczewski, T Kajdanowicz
Proceedings of the 43rd International Conference on Machine Learning, Seoul, South Korea, 6th-11th July 2026 1–18
PhD Student
Jakub holds BSc and MSc in Computer Science and graduated from Wroclaw University of Science and Technology. His interest in machine learning and artificial intelligence starts in the early year of his studies. He has experience in scientific and commercial projects. During his career, he developed and deployed solutions in several ML fields, including natural language processing (automated anonymization, fake news classification) and signal processing (acoustic scene classification). His current research concerns learning representation on graphs and its applications to problems, like embedding neural network learning processes.
BSc in Computer Science
Wroclaw University of Science and Technology
MSc in Computer Science
Wroclaw University of Science and Technology
J Binkowski, K Adamczewski, T Kajdanowicz
Proceedings of the 43rd International Conference on Machine Learning, Seoul, South Korea, 6th-11th July 2026 1–18
AK Sawczyn, J Binkowski, DP Janiak, T Kajdanowicz, B Gabrys
EACL 2026
DP Janiak, J Binkowski, T Kajdanowicz
Proceedings of the 43rd International Conference on Machine Learning, Seoul, South Korea, 6th-11th July 2026 1–32
DP Janiak, J Binkowski, AK Sawczyn, T Kajdanowicz, B Gabrys, R Shwartz-Ziv
The 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, November 4-9 34717–34734
J Binkowski, DP Janiak, AK Sawczyn, T Kajdanowicz, B Gabrys
The 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, November 4-9 24366–24397
GA Piotrowski, M Bystroński, M Hołysz, J Binkowski, G Chodak, T Kajdanowicz
ACL 2025
DP Janiak, J Binkowski, P Bielak, T Kajdanowicz
ICCS 2024 337–351
AK Sawczyn, J Binkowski, P Bielak, T Kajdanowicz
LREC-COLING 2024 5768–5782
J Binkowski, AK Sawczyn, DP Janiak, P Bielak, T Kajdanowicz
ICCS 2023 393–405
K Tagowski, P Bielak, J Binkowski, T Kajdanowicz
ICCS 2023 352–364
P Bielak, J Binkowski, AK Sawczyn, K Viarenich, D Puchalska, T Kajdanowicz
Journal of Computational Science 68, 1–8 · Cited by 1
J Binkowski, DP Janiak, AK Sawczyn, T Kajdanowicz, ŁM Augustyniak
Conference paper
AK Sawczyn, J Binkowski, DP Janiak, ŁM Augustyniak, T Kajdanowicz
Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES 2021 1285–1293 · Cited by 4