Evaluation of LLM Tools for Feedback Generation in a Course on Concurrent Programming
Abstract Abstract The emergence of Large Language Models (LLMs) has marked a significant change in education. The appearance of these LLMs and their associat...
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The Impact of Large Language Models on Programming Education and Student Learning Outcomes
Abstract Recent advancements in Large Language Models (LLMs) like ChatGPT and Copilot have led to their integration into various educational domains, includi...
Leveraging ChatGPT for Adaptive Learning through Personalized Prompt-based Instruction: A CS1 Education Case Study
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CodeAid: Evaluating a Classroom Deployment of an LLM-based Programming Assistant that Balances Student and Educator Needs
Abstract Timely, personalized feedback is essential for students learning programming. LLM-powered tools like ChatGPT offer instant support, but reveal direc...
How Beginning Programmers and Code LLMs (Mis)read Each Other
Abstract Generative AI models, specifically large language models (LLMs), have made strides towards the long-standing goal of text-to-code generation. This p...