Detection of GPT-4 Generated Text in Higher Education: Combining Academic Judgement and Software to Identify Generative AI Tool Misuse

Perkins, Mike; Roe, Jasper; Postma, Darius; McGaughran, James; Hickerson, Don

doi:10.1007/s10805-023-09492-6

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Detection of GPT-4 Generated Text in Higher Education: Combining Academic Judgement and Software to Identify Generative AI Tool Misuse

Published in Journal of Academic Ethics • Oct 31, 2023

Authors:

Mike Perkins

Jasper Roe

Darius Postma

Abstract

This study explores the capability of academic staff assisted by the Turnitin Artificial Intelligence (AI) detection tool to identify the use of AI-generated content in university assessments. 22 different experimental submissions were produced using Open AI’s ChatGPT tool, with prompting techniques...

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Subject

Judgement

Generative grammar

Software

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