A crowdsourcing-based incremental learning framework for automated essays scoring

• Main Authors: Bai, Huanyu, Hui, Siu Cheung
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering::Computer science and engineering; Automated Essay Scoring; Crowdsourcing
• Online Access: https://hdl.handle.net/10356/173026
• Institution: Nanyang Technological University

Automated Essay Scoring (AES) is a challenging topic in Natural Language Processing. Recently, deep learning models have achieved remarkable performance for the AES task. However, applying deep learning models to the AES system in practice is expensive when both data collection and model training ar...