Duplicate bug report detection using dual-channel convolutional neural networks

J He, L Xu, M Yan, X Xia, Y Lei - … of the 28th International Conference on …, 2020 - dl.acm.org
Developers rely on bug reports to fix bugs. The bug reports are usually stored and managed
in bug tracking systems. Due to the different expression habits, different reporters may use …

Taming compiler fuzzers

Y Chen, A Groce, C Zhang, WK Wong, X Fern… - Proceedings of the 34th …, 2013 - dl.acm.org
Aggressive random testing tools (" fuzzers") are impressively effective at finding compiler
bugs. For example, a single test-case generator has resulted in more than 1,700 bugs …

Identify severity bug report with distribution imbalance by CR-SMOTE and ELM

S Guo, R Chen, H Li, T Zhang, Y Liu - International Journal of …, 2019 - World Scientific
Manually inspecting bugs to determine their severity is often an enormous but essential
software development task, especially when many participants generate a large number of …

Combining word embedding with information retrieval to recommend similar bug reports

X Yang, D Lo, X Xia, L Bao, J Sun - 2016 IEEE 27Th …, 2016 - ieeexplore.ieee.org
Similar bugs are bugs that require handling of many common code files. Developers can
often fix similar bugs with a shorter time and a higher quality since they can focus on fewer …

Towards accurate duplicate bug retrieval using deep learning techniques

J Deshmukh, KM Annervaz, S Podder… - 2017 IEEE …, 2017 - ieeexplore.ieee.org
Duplicate Bug Detection is the problem of identifying whether a newly reported bug is a
duplicate of an existing bug in the system and retrieving the original or similar bugs from the …

Identifying security bug reports via text mining: An industrial case study

M Gegick, P Rotella, T Xie - 2010 7th IEEE working conference …, 2010 - ieeexplore.ieee.org
A bug-tracking system such as Bugzilla contains bug reports (BRs) collected from various
sources such as development teams, testing teams, and end users. When bug reporters …

Trustworthy and synergistic artificial intelligence for software engineering: Vision and roadmaps

D Lo - 2023 IEEE/ACM International Conference on Software …, 2023 - ieeexplore.ieee.org
For decades, much software engineering research has been dedicated to devising
automated solutions aimed at enhancing developer productivity and elevating software …

Fuzzy set and cache-based approach for bug triaging

A Tamrawi, TT Nguyen, JM Al-Kofahi… - Proceedings of the 19th …, 2011 - dl.acm.org
Bug triaging aims to assign a bug to the most appropriate fixer. That task is crucial in
reducing time and efforts in a bug fixing process. In this paper, we propose Bugzie, a novel …

Summarizing software artifacts: a case study of bug reports

S Rastkar, GC Murphy, G Murray - Proceedings of the 32nd ACM/IEEE …, 2010 - dl.acm.org
Many software artifacts are created, maintained and evolved as part of a software
development project. As software developers work on a project, they interact with existing …

Cupid: Leveraging chatgpt for more accurate duplicate bug report detection

T Zhang, IC Irsan, F Thung, D Lo - arXiv preprint arXiv:2308.10022, 2023 - arxiv.org
Duplicate bug report detection (DBRD) is a long-standing challenge in both academia and
industry. Over the past decades, researchers have proposed various approaches to detect …