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 …

No need to lift a finger anymore? assessing the quality of code generation by chatgpt

Z Liu, Y Tang, X Luo, Y Zhou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Large language models (LLMs) have demonstrated impressive capabilities across various
natural language processing (NLP) tasks, such as machine translation, question answering …

A survey on large language models for software engineering

Q Zhang, C Fang, Y **e, Y Zhang, Y Yang… - arxiv preprint arxiv …, 2023 - arxiv.org
Software Engineering (SE) is the systematic design, development, maintenance, and
management of software applications underpinning the digital infrastructure of our modern …

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 …

Quality assessment of chatgpt generated code and their use by developers

ML Siddiq, L Roney, J Zhang… - Proceedings of the 21st …, 2024 - dl.acm.org
The release of large language models (LLMs) like ChatGPT has revolutionized software
development. Prior works explored ChatGPT's generated response quality, the effectiveness …

An empirical study of the non-determinism of chatgpt in code generation

S Ouyang, JM Zhang, M Harman, M Wang - ACM Transactions on …, 2025 - dl.acm.org
There has been a recent explosion of research on Large Language Models (LLMs) for
software engineering tasks, in particular code generation. However, results from LLMs can …

On the reliability and explainability of language models for program generation

Y Liu, C Tantithamthavorn, Y Liu, L Li - ACM Transactions on Software …, 2024 - dl.acm.org
Recent studies have adopted pre-trained language models, such as CodeT5 and CodeGPT,
for automated program generation tasks like code generation, repair, and translation …

AI writes, we analyze: The ChatGPT python code saga

MF Rabbi, AI Champa, MF Zibran… - Proceedings of the 21st …, 2024 - dl.acm.org
In this study, we quantitatively analyze 1,756 AI-written Python code snippets in the DevGPT
dataset and evaluate them for quality and security issues. We systematically distinguish the …

Modeling AI-assisted writing: How self-regulated learning influences writing outcomes

F **, CH Lin, C Lai - Computers in Human Behavior, 2025 - Elsevier
Academic writing is essential to academic and professional success, yet remains a
challenge for many students. Artificial intelligence (AI) offers a potential solution, but most …

Where Are Large Language Models for Code Generation on GitHub?

X Yu, L Liu, X Hu, JW Keung, J Liu, X **a - arxiv preprint arxiv:2406.19544, 2024 - arxiv.org
The increasing use of Large Language Models (LLMs) in software development has
garnered significant attention from researchers assessing the quality of the code they …