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Autograder Autograding Free Text Answers Robin Richner

  • SKU: BELL-46609122
Autograder Autograding Free Text Answers Robin Richner
$ 31.00 $ 45.00 (-31%)

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Autograder Autograding Free Text Answers Robin Richner instant download after payment.

Publisher: Springer Gabler
File Extension: PDF
File size: 2.89 MB
Pages: 105
Author: Robin Richner
ISBN: 9783658392024, 3658392029
Language: English
Year: 2022

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Autograder Autograding Free Text Answers Robin Richner by Robin Richner 9783658392024, 3658392029 instant download after payment.

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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