Beyond discrete search: divergent thinking as intention optimization in latent space
Mateusz Bystroński, Grzegorz A Piotrowski, Tomasz Kajdanowicz
Association for Computational Linguistics
2026
Profile
Mateusz Bystroński
PhD Student
Research groups
Publications5
Factual state discovery benchmark: evaluating fact elicitation in Polish tax law
Mateusz Bystroński, Kamil Tagowski, Denis P Janiak, Julia Farganus, Łukasz M Augustyniak, Tomasz Kajdanowicz, Monika Kajdanowicz
Association for Computational Linguistics
2026
Continuous context sampling allows extending diversity boundaries of large language models
Mateusz Bystroński, Nitesh Chawla, Tomasz Kajdanowicz, Doheon Han
Association for Computational Linguistics
2026
When will the tokens end? Graph-based forecasting for LLMs output length
Grzegorz A. Piotrowski, Mateusz Bystroński, Mikołaj Hołysz, Jakub Binkowski, Grzegorz Chodak, Tomasz Kajdanowicz
Association for Computational Linguistics
2025
A multi-stage LLM framework for generating realistic synthetic medical datasets
Mikołaj Hołysz, Mateusz Bystroński, Grzegorz A Piotrowski, Grzegorz Chodak, Tomasz Kajdanowicz
Association for Information Systems, 2025]
2025