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Large language models for software engineering: A systematic literature review
Large Language Models (LLMs) have significantly impacted numerous domains, including
Software Engineering (SE). Many recent publications have explored LLMs applied to …
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
Large language models (LLMs) have demonstrated impressive capabilities across various
natural language processing (NLP) tasks, such as machine translation, question answering …
natural language processing (NLP) tasks, such as machine translation, question answering …
A survey on large language models for software engineering
Software Engineering (SE) is the systematic design, development, maintenance, and
management of software applications underpinning the digital infrastructure of our modern …
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 …
automated solutions aimed at enhancing developer productivity and elevating software …
Quality assessment of chatgpt generated code and their use by developers
The release of large language models (LLMs) like ChatGPT has revolutionized software
development. Prior works explored ChatGPT's generated response quality, the effectiveness …
development. Prior works explored ChatGPT's generated response quality, the effectiveness …
An empirical study of the non-determinism of chatgpt in code generation
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 …
software engineering tasks, in particular code generation. However, results from LLMs can …
On the reliability and explainability of language models for program generation
Recent studies have adopted pre-trained language models, such as CodeT5 and CodeGPT,
for automated program generation tasks like code generation, repair, and translation …
for automated program generation tasks like code generation, repair, and translation …
AI writes, we analyze: The ChatGPT python code saga
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 …
dataset and evaluate them for quality and security issues. We systematically distinguish the …
Modeling AI-assisted writing: How self-regulated learning influences writing outcomes
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 …
challenge for many students. Artificial intelligence (AI) offers a potential solution, but most …
Where Are Large Language Models for Code Generation on GitHub?
The increasing use of Large Language Models (LLMs) in software development has
garnered significant attention from researchers assessing the quality of the code they …
garnered significant attention from researchers assessing the quality of the code they …