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Auto-Grader - Auto-Grading Free Text Answers

Name: Auto-Grader - Auto-Grading Free Text Answers
Brand: Springer Gabler
SKU: 42061203
Price: 54.73 EUR
Availability: InStock
Author: Robin Richner
ISBN: 9783658392031

Robin Richner

Jezik

Angleščina

E-knjiga Adobe ePub DRM

Založba Springer Gabler, oktober 2022

Teachers spend a great amount of time grading free text answer type questions. To encounter this cha... Celoten opis

Koda Libristo: 42061203

132 b

54.73 €

Na zalogi Prenesi zdaj

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.