3 papers
cs.LG2026
From Global to Local: Efficient Regional Weather Downscaling with Global Weather Foundation Model
Wiktor Kamzela, Jakub Kubiak, Adam Dobosz +5
Accurate regional weather prediction requires resolving fine-scale structure while remaining consistent with global dynamics. Traditional limited area models rely on computationall…
cs.CL2025
SRS-Stories: Vocabulary-constrained multilingual story generation for language learning
Wiktor Kamzela, Mateusz Lango, Ondrej Dusek
In this paper, we use large language models to generate personalized stories for language learners, using only the vocabulary they know. The generated texts are specifically writte…
cs.CL2025
How Important is `Perfect' English for Machine Translation Prompts?
PatrÃcia Schmidtová, Niyati Bafna, Seth Aycock +4
Large language models (LLMs) have achieved top results in recent machine translation evaluations, but they are also known to be sensitive to errors and perturbations in their promp…