Robin Richner
Auto-Grader - Auto-Grading Free Text Answers
Paperback Engels 2022 9783658392024Verwachte levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
Teachers spend a great amount of time grading free text answer type questions. To encounter this challenge an auto-grader system is proposed. The thesis illustrates that the auto-grader can be approached with simple, recurrent, and Transformer-based neural networks. Hereby, the Transformer-based models has the best performance. It is further demonstrated that geometric representation of question-answer pairs is a worthwhile strategy for an auto-grader. Finally, it is indicated that while the auto-grader could potentially assist teachers in saving time with grading, it is not yet on a level to fully replace teachers for this task.
Specificaties
ISBN13:9783658392024
Taal:Engels
Bindwijze:paperback
Uitgever:Springer Fachmedien Wiesbaden
Serie:BestMasters
Lezersrecensies
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Inhoudsopgave
Introduction.- Research design.- Research background.- Data.- Model development.- Evaluation.- Discussion, limitations and further research.- Conclusion.
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