Auto marking of short answer questions

Short Answering Systems are a useful tool in ensuring that students understand the knowledge that they have learnt in schools. However, the system is difficult to implement as the marking process can be tedious. Therefore, an Automated Short Answer Grading is proposed. In this project, models such a...

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Bibliographic Details
Main Author: Ng, Wen Cong
Other Authors: Lihui Chen
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/167559
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Institution: Nanyang Technological University
Language: English
Description
Summary:Short Answering Systems are a useful tool in ensuring that students understand the knowledge that they have learnt in schools. However, the system is difficult to implement as the marking process can be tedious. Therefore, an Automated Short Answer Grading is proposed. In this project, models such as DistilBert and Sentence Bert are used to attempt to create an Automated Short Answer Grading system with a high accuracy.