This study presents an innovative enhancement to retrieval-augmented generation (RAG)
systems by seamlessly integrating fine-tuned large language models (LLMs) with vector …

Artificial intelligence-powered coding assistants (AI-CAs) have become essential tools in
programming; however, there is limited understanding of the mechanisms driving …

As we move into the next stages of the technological revolution, artificial intelligence (AI) that
is explainable and sustainable is becoming a key goal for researchers across multiple …

Recent advancements in automatic code generation using large language models (LLMs)
have brought us closer to fully automated secure software development. However, existing …

Code generation leverages artificial intelligence technologies, particularly Large Language
Models (LLMs), to automatically produce source code, enhancing software development …

Using Peer Assessment Leveraging Large Language Models in Software Engineering
Education - Yubetsu Shibata Yubetsu Shibata logo About Browse Contact 1.International …

The widespread use of Large Language Models (LLMs) in software engineering has
intensified the need for improved model and resource efficiency. In particular, for neural …

Machine learning models trained on code and related artifacts offer valuable support for
software maintenance but suffer from interpretability issues due to their complex internal …

Large language models (LLMs) like ChatGPT have shown the potential to assist developers
with coding and debugging tasks. However, their role in collaborative issue resolution is …

Unlike traditional educational chatbots that rely on pre-programmed responses, large-
language model-driven chatbots, such as ChatGPT, demonstrate remarkable versatility and …