5 papers · 1 filter
BRQGen: Towards Adaptive Completeness Assessment and Follow-Up Question Generation for Bug Reports
Tevfik Emre Sungur, Akif Emre Köşüş, Uğurcan Doğruçam +1
Many bug reports lack the necessary information required to reproduce issues. In early studies, large language models have been employed to generate follow-up questions to enhance…
Automated Root-Cause Subclassification and No-Code Fix Generation for Invalid Bug Reports
Mahmut Furkan Gon, Emre Dinc, Tevfik Emre Sungur +1
Issues faced when using software are reported in the form of bug reports. However, many bug reports are invalid, meaning they do not require code changes, and are resolved with a n…
Evaluation of LLM-Based Software Engineering Tools: Practices, Challenges, and Future Directions
Utku Boran Torun, Veli Karakaya, Ali Babar +1
Large Language Models (LLMs) are increasingly embedded in software engineering (SE) tools, powering applications such as code generation, automated code review, and bug triage. As…
Understanding the Limits of Automated Evaluation for Code Review Bots in Practice
Veli Karakaya, Utku Boran Torun, Baykal Mehmet Uçar +1
Automated code review (ACR) bots are increasingly used in industrial software development to assist developers during pull request (PR) review. As adoption grows, a key challenge i…
SmartDelta Methodology: Automated Quality Assurance and Optimization for Incremental System Engineering
Benedikt Dornauer, Michael Felderer, Mehrdad Saadatmand +8
Modern software systems undergo frequent updates, continuously evolving with new versions and variants to offer new features, improve functionality, and expand usability. Given the…