Development a method for ensuring the quality of comments in version control systems based on transformer models

• Date: 2025
• Main Authors: Семьонов, Б. О., Погорілий, С. Д.
• Format: Article
• Language: Ukrainian
• Published: Інститут проблем реєстрації інформації НАН України 2025
• Subjects: AdamW algorithm; BERT; commit message; DistilBERT; F1-score; GitHub REST API; program source code; repository; RoBERTa; software; Transformer; version control system
• Online Access: http://drsp.ipri.kiev.ua/article/view/345503
• Journal Title: Data Recording, Storage & Processing

This study substantiates the importance of addressing the problem of improving the quality of commit message descriptions in source code version control systems, which play a crucial role in collaborative software development and maintenance. Commit messages often serve as a primary source of contex...