Beyond discrete search: divergent thinking as intention optimization in latent space
M Bystroński, GA Piotrowski, T Kajdanowicz
Conference paper
2026
Mateusz Bystroński
PhD Student
Research groups
Publications6
Factual state discovery benchmark: evaluating fact elicitation in Polish tax law
M Bystroński, K Tagowski, DP Janiak, J Farganus, ŁM Augustyniak, T Kajdanowicz, …
Conference paper
2026
Continuous context sampling allows extending diversity boundaries of large language models
M Bystroński, N Chawla, T Kajdanowicz, D Han
Conference paper
2026
Wykorzystanie sieci neuronowych w przetwarzaniu danych metabolomicznych opartych na spektroskopii NMR
N Herda, M Bystroński, P Młynarz, T Kajdanowicz
Chemik 75(2), 93–99
2026
When will the tokens end? Graph-based forecasting for LLMs output length
GA Piotrowski, M Bystroński, M Hołysz, J Binkowski, G Chodak, T Kajdanowicz
Conference paper
2025
A multi-stage LLM framework for generating realistic synthetic medical datasets
M Hołysz, M Bystroński, GA Piotrowski, G Chodak, T Kajdanowicz
Association for Information Systems 1–5
2025