Duplicate bug report detection using named entity recognition

W Zheng, Y Li, X Wu, J Cheng - Knowledge-Based Systems, 2024 - Elsevier
Software bugs pose significant challenges in management. The Bug Tracking System (BTS)
serves as a standard platform to chronicle, oversee, and manage bugs throughout software …

Automated priority detection in software bugs: A comprehensive study on transformer-based encoders with contrastive learning, large language models and vector …

EH Yılmaz - 2024 - open.metu.edu.tr
Software development processes include many challenges that require human effort and
time investment. In time, many tools and techniques are developed to address these …

A Comparative Study of Contemporary Learning Paradigms in Bug Report Priority Detection

EH Yilmaz, İH Toroslu, Ö Köksal - IEEE Access, 2024 - ieeexplore.ieee.org
The increasing complexity of software development demands efficient automated bug report
priority classification, and recent advancements in deep learning hold promise. This paper …

Transformer-Based Bug/Feature Classification

CE Öztürk, EH Yilmaz, Ö Köksal - 2023 31st Signal Processing …, 2023 - ieeexplore.ieee.org
Automatic classification of a software bug report as a'bug'or'feature'is essential to accelerate
closed-source software development. In this work, we focus on automating the bug/feature …

Bug Report Classification with Ensemble Learning for Closed-Source Software

EH Yılmaz, CE Öztürk, Ö Köksal - Authorea Preprints, 2023 - essopenarchive.org
This paper introduces a set of datasets grouped under the name Turkish Software Bug
Reports (TSBR), which comprises commercial software bug reports from a closed-source …