Recent developments in deep learning have resulted in code-generation models that
produce source code from natural language and code-based prompts with high accuracy …

Recent advancements in artificial intelligence (AI) and specifically generative AI (GenAI) are
threatening to fundamentally reshape computing and society. Largely driven by large …

The advent of Large Language Models (LLMs) has brought in a new era of possibilities in
the realm of education. This survey paper summarizes the various technologies of LLMs in …

Abstract The application of Artificial Intelligence (AI) technology in education is increasingly
recognized as a key driver of educational innovation. While extensive literature exists on the …

Background and Context: Over the past year, large language models (LLMs) have taken the
world by storm. In computing education, like in other walks of life, many opportunities and …

Novice programmers often struggle through programming problem solving due to a lack of
metacognitive awareness and strategies. Previous research has shown that novices can …

Computing educators face significant challenges in providing timely support to students,
especially in large class settings. Large language models (LLMs) have emerged recently …

With their remarkable ability to generate code, large language models (LLMs) are a
transformative technology for computing education practice. They have created an urgent …

As an increasing number of students move to online learning platforms that deliver
personalized learning experiences, there is a great need for the production of high-quality …

Timely, personalized feedback is essential for students learning programming. LLM-
powered tools like ChatGPT offer instant support, but reveal direct answers with code, which …