Our Research

This page highlights peer-reviewed research published by BugScribe team members and collaborators in leading software engineering and AI-powered software conferences.

Team research portfolio

These papers are part of the technical foundation behind BugScribe: bug report classification, bug report improvement, and LLM-agent based bug verification.

Judge the Votes: A System to Classify Bug Reports and Give Suggestions
Emre Dinç, Eray Tüzün
2nd ACM International Conference on AI-powered Software (AIWare 2025) Seoul, South Korea · ACM · October 2025 · DOI: 10.1109/AIware69974.2025.00025
Bug Report Classification LLMs RAG
ImproBR: Bug Report Improver Using LLMs
Emre Furkan Akyol, Mehmet Dedeler, Eray Tüzün
30th International Conference on Evaluation and Assessment in Software Engineering (EASE 2026) Glasgow, Scotland, UK · ACM · March 2026
Bug Report Improvement LLMs RAG
Fixpad++: Automated Bug Fix Verification Using LLM Agents
Mustafa Özkan İr, Mehmet Dedeler, Anıl Koyuncu, Eray Tüzün
3rd ACM International Conference on AI-powered Software (AIWare 2026) Montreal, Canada · ACM · March 2026
Bug Fix Verification Bug Reproduction LLM Agents GUI Automation