Modern code generation tools use AI models, particularly Large Language Models (LLMs),
to generate functional and complete code. While such tools are becoming popular and …

There is burgeoning interest in designing AI-based systems to assist humans in designing
computing systems, including tools that automatically generate computer code. The most …

Sonatype's 2023 report found that 97% of developers and security leads integrate
generative Artificial Intelligence (AI), particularly Large Language Models (LLMs), into their …

Large Language Models (LLMs) like Codex are powerful tools for performing code
completion and code generation tasks as they are trained on billions of lines of code from …

With the growing popularity of Large Language Models (eg GitHub Copilot, ChatGPT, etc.) in
software engineers' daily practices, it is important to ensure that the code generated by these …

Large language models (LLMs) have demonstrated impressive capabilities across various
natural language processing (NLP) tasks, such as machine translation, question answering …

Automated source code generation is currently a popular machine-learning-based task. It
can be helpful for software developers to write functionally correct code from a given context …

Code generation language models are trained on billions of lines of source code to provide
code generation and auto-completion features, like those offered by code assistant GitHub …

Several advances in deep learning have been successfully applied to the software
development process. Of recent interest is the use of neural language models to build tools …

In recent years, the use of automated source code generation utilizing transformer-based
generative models has expanded, and these models can generate functional code …