Automated essay scoring using transformer models


Ludwig, Sabrina ; Mayer, Christian ; Hansen, Christopher ; Eilers, Kerstin ; Brandt, Steffen


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DOI: https://doi.org/10.3390/psych3040056
URL: https://madoc.bib.uni-mannheim.de/61074
Additional URL: https://www.mdpi.com/2624-8611/3/4/56
URN: urn:nbn:de:bsz:180-madoc-610741
Document Type: Article
Year of publication: 2021
The title of a journal, publication series: Psych
Volume: 3
Issue number: 4
Page range: 897-915
Place of publication: Basel
Publishing house: MDPI
ISSN: 2624-8611
Publication language: English
Institution: Business School > Wirtschaftspädagogik, Berufliches Lehren und Lernen (Seifried 2012-)
Business School > Wirtschaftspädagogik, Lernen im Arbeitsprozess (Rausch 2016-)
Pre-existing license: Creative Commons Attribution 4.0 International (CC BY 4.0)
Subject: 150 Psychology
370 Education
Keywords (English): automated essay scoring , natural language processing , machine learning , logistic regression , transformer models , assessment , R , Python




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