Large language models for software engineering: A systematic literature review

X Hou, Y Zhao, Y Liu, Z Yang, K Wang, L Li… - ACM Transactions on …, 2024 - dl.acm.org
Large Language Models (LLMs) have significantly impacted numerous domains, including
Software Engineering (SE). Many recent publications have explored LLMs applied to …

Deep learning-based software engineering: progress, challenges, and opportunities

X Chen, X Hu, Y Huang, H Jiang, W Ji, Y Jiang… - Science China …, 2025 - Springer
Researchers have recently achieved significant advances in deep learning techniques,
which in turn has substantially advanced other research disciplines, such as natural …

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 …

An empirical study on the potential of word embedding techniques in bug report management tasks

B Chen, W Zou, B Cai, Q Meng, W Liu, P Li… - Empirical Software …, 2024 - Springer
Context Representing the textual semantics of bug reports is a key component of bug report
management (BRM) techniques. Existing studies mainly use classical information retrieval …

How chatgpt is solving vulnerability management problem

P Liu, J Liu, L Fu, K Lu, Y **a, X Zhang, W Chen… - arxiv preprint arxiv …, 2023 - arxiv.org
Recently, ChatGPT has attracted great attention from the code analysis domain. Prior works
show that ChatGPT has the capabilities of processing foundational code analysis tasks …

GIRT-Data: Sampling GitHub Issue Report Templates

N Nikeghbal, AH Kargaran… - 2023 IEEE/ACM 20th …, 2023 - ieeexplore.ieee.org
GitHub's issue reports provide developers with valuable information that is essential to the
evolution of a software development project. Contributors can use these reports to perform …

MetaMFL: Metamorphic Multiple Fault Localization Without Test Oracles

L Fu, Z Wu, Y Lei, M Yan - IEEE Transactions on Reliability, 2024 - ieeexplore.ieee.org
Multiple fault localization (MFL) identifies the positions of multiple faults (ie, more than one
fault) residing in a buggy program. It is notably more difficult as compared with single fault …