Automated commit intelligence by pre-training

• Main Authors: Liu, Shangqing, Li, Yanzhou, Xie, Xiaofei, Ma, Wei, Meng, Guozhu, Liu, Yang
• Other Authors: College of Computing and Data Science
• Format: Article
• Language: English
• Published: 2025
• Subjects: Computer and Information Science; GitHub commit; Code pre-training model
• Online Access: https://hdl.handle.net/10356/182466
• Institution: Nanyang Technological University

GitHub commits, which record the code changes with natural language messages for description, play a critical role in software developers’ comprehension of software evolution. Due to their importance in software development, several learning-based works are conducted for GitHub commits, such as comm...