Application of small language models for semantic analysis of Web interface accessibility

• Date: 2025
• Main Authors: Kuzikov, B.O., Shovkoplias, O.A., Tytov, P.O., Shovkoplias, S.R.
• Format: Article
• Language: English
• Published: PROBLEMS IN PROGRAMMING 2025
• Subjects: Small Language Models; Semantic Analysis; Text Classification; Web Accessibility; Web Content Accessibility Guidelines; Model Fine-Tuning; Natural Language Processing; UDC 004.89:004.51
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/839
• Journal Title: Problems in programming

Web accessibility remains a critical aspect of ensuring equal opportunities for internet resource usage, especially for people with disabilities. The Web Content Accessibility Guidelines 2.5.3 criterion “Label in Name” requires that the accessible name of an interface component include text that is...