Recording of the event: Slovak Language in the Era of Large Language Models (with support from the Leonardo supercomputer)
On June 11, 2025, a joint webinar on language modeling was held, organized by the National Competence Centres for HPC in Slovakia and Italy. The discussion focused on the challenges and solutions related to using large language models (LLMs) for less-resourced languages such as Slovak.
Participants were introduced to several innovative approaches aimed at reducing linguistic inequality in the era of artificial intelligence:
- Generation of bilingual datasets: We used a database of professionally edited Slovak books and the LLaMA 3.3 70B Instruct model to translate between Slovak and English, resulting in datasets for training translation models and improving machine-translated Slovak.
- Summarization of scientific texts: Using the Gemini Flash Experimental model and the PLOS database, we generated Slovak summaries of scientific articles, contributing to the development of domain-specific language in large language models (LLMs).
- Enhancing cultural context: We are preparing a dataset based on Slovak sources aimed at improving the models’ ability to understand culturally specific topics and local context.
The webinar was hosted by Marek Dobeš, with Radovan Garabík and Peter Bednár as co-authors of the project. The research is conducted using high-performance computing infrastructure – the Slovak supercomputer Devana and the Italian supercomputer Leonardo, operated by the Cineca supercomputing center in Italy.
The case study highlights the potential for applying these methodologies to other low-resource languages. We believe that the insights gained from this project can inspire experts around the world.
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Strengthening EuroCC ties: NCC Slovakia visits FCCN in Lisbon 24 Jun - On June 24th, representative of NCC Slovakia, Božidara Pellegrini, met with colleagues from NCC Portugal at the headquarters of FCCN – Fundação para a Ciência e a Tecnologia in Lisbon. 
Meaningful Collaboration: The National Supercomputing Centre and TUKE Explore Common Ground 16 Jun - Lucia Malíčková, Project Coordinator at the National Supercomputing Centre (NSCC Slovakia) and the National Competence Centre for High-Performance Computing (NCC for HPC), met with Associate Professor Maroš Halama, PhD, from the Faculty of Materials, Metallurgy and Recycling at the Technical University of Košice. Their discussion focused on opportunities for closer collaboration in research, computational technologies, and support for young researchers.