Large language model for vulnerability detection and repair: Literature review and the road ahead
The significant advancements in Large Language Models (LLMs) have resulted in their
widespread adoption across various tasks within Software Engineering (SE), including …
widespread adoption across various tasks within Software Engineering (SE), including …
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 …
The role of generative ai in software development productivity: A pilot case study
M Coutinho, L Marques, A Santos, M Dahia… - Proceedings of the 1st …, 2024 - dl.acm.org
With software development increasingly reliant on innovative technologies, there is a
growing interest in exploring the potential of generative AI tools to streamline processes and …
growing interest in exploring the potential of generative AI tools to streamline processes and …
Program Code Generation with Generative AIs
B Idrisov, T Schlippe - Algorithms, 2024 - mdpi.com
Our paper compares the correctness, efficiency, and maintainability of human-generated
and AI-generated program code. For that, we analyzed the computational resources of AI …
and AI-generated program code. For that, we analyzed the computational resources of AI …
InstructPipe: Building Visual Programming Pipelines with Human Instructions
Visual programming provides beginner-level programmers with a coding-free experience to
build their customized pipelines. Existing systems require users to build a pipeline entirely …
build their customized pipelines. Existing systems require users to build a pipeline entirely …
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 …
An empirical study on developers' shared conversations with ChatGPT in GitHub pull requests and issues
ChatGPT has significantly impacted software development practices, providing substantial
assistance to developers in various tasks, including coding, testing, and debugging. Despite …
assistance to developers in various tasks, including coding, testing, and debugging. Despite …
Demystifying practices, challenges and expected features of using github copilot
With the advances in machine learning, there is a growing interest in AI-enabled tools for
autocompleting source code. GitHub Copilot has been trained on billions of lines of open …
autocompleting source code. GitHub Copilot has been trained on billions of lines of open …
AI Tool Use and Adoption in Software Development by Individuals and Organizations: A Grounded Theory Study
AI assistance tools such as ChatGPT, Copilot, and Gemini have dramatically impacted the
nature of software development in recent years. Numerous studies have studied the positive …
nature of software development in recent years. Numerous studies have studied the positive …
[HTML][HTML] Navigating software development in the ChatGPT and GitHub Copilot era
SL France - Business Horizons, 2024 - Elsevier
Generative AI (artificial intelligence) technologies using LLMs (large language models),
such as ChatGPT and GitHub Copilot, with the ability to create code, have the potential to …
such as ChatGPT and GitHub Copilot, with the ability to create code, have the potential to …