Agentless: Demystifying llm-based software engineering agents
CS ** study of bug reproduction and localization
D Wang, M Galster, M Morales-Trujillo - Information and Software …, 2024 - Elsevier
Context: Identifying the root cause of a software bug and fixing it is challenging. One reason
for this is that many bugs are not reproducible during bug fixing. Objective: We aim to …
for this is that many bugs are not reproducible during bug fixing. Objective: We aim to …
Boosting coverage-based fault localization via graph-based representation learning
Coverage-based fault localization has been extensively studied in the literature due to its
effectiveness and lightweightness for real-world systems. However, existing techniques …
effectiveness and lightweightness for real-world systems. However, existing techniques …
Perceptions, expectations, and challenges in defect prediction
Defect prediction has been an active research area for over four decades. Despite
numerous studies on defect prediction, the potential value of defect prediction in practice …
numerous studies on defect prediction, the potential value of defect prediction in practice …
A learning-to-rank based fault localization approach using likely invariants
Debugging is a costly process that consumes much of developer time and energy. To help
reduce debugging effort, many studies have proposed various fault localization approaches …
reduce debugging effort, many studies have proposed various fault localization approaches …
Locus: Locating bugs from software changes
Various information retrieval (IR) based techniques have been proposed recently to locate
bugs automatically at the file level. However, their usefulness is often compromised by the …
bugs automatically at the file level. However, their usefulness is often compromised by the …
iFixR: Bug report driven program repair
Issue tracking systems are commonly used in modern software development for collecting
feedback from users and developers. An ultimate automation target of software maintenance …
feedback from users and developers. An ultimate automation target of software maintenance …
Fast changeset-based bug localization with BERT
A Ciborowska, K Damevski - … of the 44th International Conference on …, 2022 - dl.acm.org
Automatically localizing software bugs to the changesets that induced them has the potential
to improve software developer efficiency and to positively affect software quality. To facilitate …
to improve software developer efficiency and to positively affect software quality. To facilitate …