Is it worth the effort? a comparison of automatic educational feedback generated by base and fine-tuned LLMs

Education and Information Technologies 2026

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Authors: Elisabetta Mazzullo, Okan Bulut, Daniel Jerez, Kevin Vo, Cole Walsh, Gill Sitarenios, Alexander Macintosh
DOI: 10.1007/s10639-026-13988-0
Cited by: 1
References: 28

Fields of Study & Subjects

Intelligent Tutoring Systems and Adaptive Learning Mathematics Computing and Information Processing Educational Assessment and Pedagogy

Publication details

Journal / source
Education and Information Technologies
Publisher
Springer Science and Business Media LLC
Volume
31
Issue
13
Pages
5017–5042
Publication date
20 April 2026
Language
EN