Automated essay scoring with incremental learning through crowdsourcing

• المؤلف الرئيسي: Huang, Zhilin
• مؤلفون آخرون: Hui Siu Cheung
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/147925
• المؤسسة: Nanyang Technological University

This research proposes a novel word-character fusion mechanism based deep learning model for Automated Essay Scoring (AES) with an Incremental Learning (IL-AES) approach through crowdsourcing. While many recently proposed deep learning models for the AES task utilize only word level information, the...