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612-822-4611
Auto-Grader - Auto-Grading Free Text Answers

Auto-Grader - Auto-Grading Free Text Answers

Paperback

Series: Bestmasters

ManagementGeneral Education

ISBN10: 3658392029
ISBN13: 9783658392024
Publisher: Springer Gabler
Published: Oct 15 2022
Pages: 96
Weight: 0.35
Height: 0.32 Width: 5.67 Depth: 8.19
Language: English
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.

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