Crowdsourcing-based automated essay scoring framework

• Main Author: Bai, Huanyu
• Other Authors: Hui Siu Cheung
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/164525
• Institution: Nanyang Technological University

Automated Essay Scoring (AES) is a challenging topic in Natural Language Processing. Although deep learning models achieve remarkable performance for the AES task, they have two major problems. Most AES models are unable to handle the out-of-vocabulary (OOV) words. Besides, training AES models is...