Auto-Grader - Auto-Grading Free Text Answers (e-bog) af Richner, Robin
Richner, Robin (forfatter)

Auto-Grader - Auto-Grading Free Text Answers e-bog

436,85 DKK (inkl. moms 546,06 DKK)
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 questio...
E-bog 436,85 DKK
Forfattere Richner, Robin (forfatter)
Udgivet 14 oktober 2022
Genrer Teacher training
Sprog English
Format pdf
Beskyttelse LCP
ISBN 9783658392031
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.