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 …

This survey article has grown out of the GAIED (pronounced" guide") workshop organized by
the authors at the NeurIPS 2023 conference. We organized the GAIED workshop as part of a …

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

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 …

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

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 …

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

Large language models (LLMs) are revolutionizing the field of computing education with
their powerful code-generating capabilities. Traditional pedagogical practices have focused …

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

Worked examples, which illustrate the process for solving a problem step-by-step, are a well-
established pedagogical technique that has been widely studied in computing classrooms …