3 papers
cs.SE2025
AI-Driven Tools in Modern Software Quality Assurance: An Assessment of Benefits, Challenges, and Future Directions
Ihor Pysmennyi, Roman Kyslyi, Kyrylo Kleshch
Traditional quality assurance (QA) methods face significant challenges in addressing the complexity, scale, and rapid iteration cycles of modern software systems and are strained b…
cs.CL2025
Vuyko Mistral: Adapting LLMs for Low-Resource Dialectal Translation
Roman Kyslyi, Yuliia Maksymiuk, Ihor Pysmennyi
In this paper we introduce the first effort to adapt large language models (LLMs) to the Ukrainian dialect (in our case Hutsul), a low-resource and morphologically complex dialect…
cs.CL2024
Evaluating Quality of Answers for Retrieval-Augmented Generation: A Strong LLM Is All You Need
Yang Wang, Alberto Garcia Hernandez, Roman Kyslyi +1
We present a comprehensive study of answer quality evaluation in Retrieval-Augmented Generation (RAG) applications using vRAG-Eval, a novel grading system that is designed to asses…