Auto-Grader - Auto-Grading Free Text Answers (1st ed. 2022) (BestMasters)
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- Synopsis
- 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.
- Copyright:
- 2022
Book Details
- Book Quality:
- Publisher Quality
- ISBN-13:
- 9783658392031
- Related ISBNs:
- 9783658392024
- Publisher:
- Springer Fachmedien Wiesbaden
- Date of Addition:
- 10/28/22
- Copyrighted By:
- The Editor
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Business and Finance, Education
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.