Hands-on analysis of using large language models for the auto evaluation of programming assignments

K Mohamed, M Yousef, W Medhat, EH Mohamed… - Information Systems, 2024 - Elsevier
The increasing adoption of programming education necessitates efficient and accurate
methods for evaluating students' coding assignments. Traditional manual grading is time …

[HTML][HTML] Systematically Visualizing Chatgpt Used in Higher Education: Publication Trend, Disciplinary Domains, Research Themes, Adoption and Acceptance

T Ma - Computers and Education: Artificial Intelligence, 2024 - Elsevier
Since it was released in November 2022, ChatGPT has been exerting revolutionary
influence on the realm of higher education. In order to obtain a comprehensive …

Feedback-generation for programming exercises with gpt-4

I Azaiz, N Kiesler, S Strickroth - Proceedings of the 2024 on Innovation …, 2024 - dl.acm.org
Ever since Large Language Models (LLMs) and related applications have become broadly
available, several studies investigated their potential for assisting educators and supporting …

Analyzing Chat Protocols of Novice Programmers Solving Introductory Programming Tasks with ChatGPT

A Scholl, D Schiffner, N Kiesler - arxiv preprint arxiv:2405.19132, 2024 - arxiv.org
Large Language Models (LLMs) have taken the world by storm, and students are assumed
to use related tools at a great scale. In this research paper we aim to gain an understanding …

You're (Not) My Type‐Can LLMs Generate Feedback of Specific Types for Introductory Programming Tasks?

D Lohr, H Keuning, N Kiesler - Journal of Computer Assisted …, 2025 - Wiley Online Library
Background Feedback as one of the most influential factors for learning has been subject to
a great body of research. It plays a key role in the development of educational technology …

How Novice Programmers Use and Experience ChatGPT when Solving Programming Exercises in an Introductory Course

A Scholl, N Kiesler - arxiv preprint arxiv:2407.20792, 2024 - arxiv.org
This research paper contributes to the computing education research community's
understanding of Generative AI (GenAI) in the context of introductory programming, and …

Automating autograding: Large language models as test suite generators for introductory programming

U Alkafaween, I Albluwi, P Denny - Journal of Computer …, 2025 - Wiley Online Library
Background Automatically graded programming assignments provide instant feedback to
students and significantly reduce manual grading time for instructors. However, creating …

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools

J Prather, J Leinonen, N Kiesler… - 2024 Working Group …, 2025 - dl.acm.org
Generative AI (GenAI) is advancing rapidly, and the literature in computing education is
expanding almost as quickly. Initial responses to GenAI tools were mixed between panic …

Evaluating the application of large language models to generate feedback in programming education

S Jacobs, S Jaschke - 2024 IEEE Global Engineering …, 2024 - ieeexplore.ieee.org
This study investigates the application of large language models, specifically GPT-4, to
enhance programming education. The research outlines the design of a web application that …

Generative Artificial Intelligence in teaching and learning of ICT engineering education: A literature review and illustrative scenarios

P Santos, K Urgel, V Moreno - 2024 47th MIPRO ICT and …, 2024 - ieeexplore.ieee.org
This paper presents a comprehensive literature review on the integration of Generative
Artificial Intelligence (Gen AI) in the teaching and learning processes within Information and …