Auto-Grader - Auto-Grading Free Text Answers

Name: Auto-Grader - Auto-Grading Free Text Answers
Brand: Springer Nature
SKU: 9783658392024
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Product Details

Brand

Springer Nature

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N/A

Part Number

GTIN

9783658392024

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New

Product Description

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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