{"product_id":"auto-grader-auto-grading-free-text-robin-richner-9783658392024","title":"Auto-Grader - Auto-Grading Free Text Answers","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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Robin Richner\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3658392029\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783658392024\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer Gabler\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/15\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 96\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.35lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 8.19h x 5.67w x 0.32d","brand":"Robin Richner","offers":[{"title":"Paperback","offer_id":48519813398783,"sku":"9783658392024","price":54.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_ea78f230-3876-4c61-9515-98700f7487bb.jpg?v=1778738975","url":"https:\/\/www.whiterainbookhouse.com\/products\/auto-grader-auto-grading-free-text-robin-richner-9783658392024","provider":"WR Book House","version":"1.0","type":"link"}