Gated convolutional neural network for fine-grained automatic essay scoring

• Main Author: Lee, Xing Zhao
• Other Authors: Hui Siu Cheung
• Format: Final Year Project
• Language: English
• Published: 2017
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: http://hdl.handle.net/10356/72840
• Institution: Nanyang Technological University

This report proposes a novel method for incorporating character level information into neural models for Automatic Essay Scoring (AES). Intuitively, character level information is highly important to the AES task but is unfortunately neglected in many newly proposed neural models. Notably, the us...