Comparing Metrics for Llm Models on Aviation Texts in Slovak Language
In this article, we present a comprehensive evaluation of three large language models (LLMs) – LLaMA3, Gemma7B, and Aya – focusing on their performance in generating aviation-related texts in the Slovak language. The study employs three widely recognized evaluation metrics: METEOR, BLEU, and ROUGE, to systematically assess the quality of the generated texts.
Authors
- Marek Dobeš
Institutions
- Centre of Social and Psychological Sciences of the Slovak Academy of Sciences (SK)
Publication Details
- Journal
- Acta Avionica Journal
- Published
- 2024-12-18
- DOI
- https://doi.org/10.35116/aa.2024.0019
- Citations
- 1
- Primary Topic
- Information Systems and Technology Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.53
Funders
- European Regional Development Fund