2 papers
cs.CL2026
Jako Tako or Fluent? Presenting PoVisLE: A Polish Vision-Language Evaluation
Anna Kołos, Grzegorz Statkiewicz, Karolina Seweryn +3
Vision-language models (VLMs) have achieved strong performance on tasks such as image captioning, visual question answering, and image-to-text generation. However, they are predomi…
cs.CL2026
Annotation-Efficient Vision-Language Model Adaptation to the Polish Language Using the LLaVA Framework
Grzegorz Statkiewicz, Alicja Dobrzeniecka, Karolina Seweryn +5
Most vision-language models (VLMs) are trained on English-centric data, limiting their performance in other languages and cultural contexts. This restricts their usability for non-…