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Refining chatgpt-generated code: Characterizing and mitigating code quality issues
Y Liu, T Le-Cong, R Widyasari… - ACM Transactions on …, 2024 - dl.acm.org
Since its introduction in November 2022, ChatGPT has rapidly gained popularity due to its
remarkable ability in language understanding and human-like responses. ChatGPT, based …
remarkable ability in language understanding and human-like responses. ChatGPT, based …
Robustness, security, privacy, explainability, efficiency, and usability of large language models for code
Large language models for code (LLM4Code), which demonstrate strong performance (eg,
high accuracy) in processing source code, have significantly transformed software …
high accuracy) in processing source code, have significantly transformed software …
Security weaknesses of copilot generated code in github
Modern code generation tools, utilizing AI models like Large Language Models (LLMs),
have gained popularity for producing functional code. However, their usage presents …
have gained popularity for producing functional code. However, their usage presents …
Efficiency in language understanding and generation: An evaluation of four open-source large language models
SM Wong, H Leung, KY Wong - 2024 - researchsquare.com
This study provides a comprehensive evaluation of the efficiency of Large Language Models
(LLMs) in performing diverse language understanding and generation tasks. Through a …
(LLMs) in performing diverse language understanding and generation tasks. Through a …
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 …
Automatically Recommend Code Updates: Are We There Yet?
In recent years, large pre-trained Language Models of Code (CodeLMs) have shown
promising results on various software engineering tasks. One such task is automatic code …
promising results on various software engineering tasks. One such task is automatic code …
Reasoning and planning with large language models in code development
Large Language Models (LLMs) are revolutionizing the field of code development by
leveraging their deep understanding of code patterns, syntax, and semantics to assist …
leveraging their deep understanding of code patterns, syntax, and semantics to assist …
Automatically Recommend Code Updates: Are We There Yet?
In recent years, large pre-trained Language Models of Code (CodeLMs) have shown
promising results on various software engineering tasks. One such task is automatic code …
promising results on various software engineering tasks. One such task is automatic code …
ChatGPT Chats Decoded: Uncovering Prompt Patterns for Superior Solutions in Software Development Lifecycle
The advent of Large Language Models (LLMs) like ChatGPT has markedly transformed
software development, aiding tasks from code generation to issue resolution with their …
software development, aiding tasks from code generation to issue resolution with their …
[PDF][PDF] Security Weaknesses of Copilot-Generated Code in GitHub Projects: An Empirical Study
Recent advancements in code generation came with the emergence of Large Language
Models (LLMs). LLMs are deep learning models trained on a large code/text corpus with …
Models (LLMs). LLMs are deep learning models trained on a large code/text corpus with …