A review of deep-neural automated essay scoring models

M Uto - Behaviormetrika, 2021 - Springer
Automated essay scoring (AES) is the task of automatically assigning scores to essays as an
alternative to grading by humans. Although traditional AES models typically rely on manually …

Proactive and reactive engagement of artificial intelligence methods for education: a review

S Mallik, A Gangopadhyay - Frontiers in artificial intelligence, 2023 - frontiersin.org
The education sector has benefited enormously through integrating digital technology driven
tools and platforms. In recent years, artificial intelligence based methods are being …

On the use of bert for automated essay scoring: Joint learning of multi-scale essay representation

Y Wang, C Wang, R Li, H Lin - arXiv preprint arXiv:2205.03835, 2022 - arxiv.org
In recent years, pre-trained models have become dominant in most natural language
processing (NLP) tasks. However, in the area of Automated Essay Scoring (AES), pre …

A survey of current machine learning approaches to student free-text evaluation for intelligent tutoring

X Bai, M Stede - International Journal of Artificial Intelligence in …, 2023 - Springer
Recent years have seen increased interests in applying the latest technological innovations,
including artificial intelligence (AI) and machine learning (ML), to the field of education. One …

Automated essay scoring via pairwise contrastive regression

J Xie, K Cai, L Kong, J Zhou, W Qu - Proceedings of the 29th …, 2022 - aclanthology.org
Automated essay scoring (AES) involves the prediction of a score relating to the writing
quality of an essay. Most existing works in AES utilize regression objectives or ranking …

Automatic Essay Evaluation Technologies in Chinese Writing—A Systematic Literature Review

H Yang, Y He, X Bu, H Xu, W Guo - Applied Sciences, 2023 - mdpi.com
Automatic essay evaluation, an essential application of natural language processing (NLP)
technology in education, has been increasingly employed in writing instruction and …

Automated Chinese essay scoring from multiple traits

Y He, F Jiang, X Chu, P Li - Proceedings of the 29th International …, 2022 - aclanthology.org
Abstract Automatic Essay Scoring (AES) is the task of using the computer to evaluate the
quality of essays automatically. Current research on AES focuses on scoring the overall …

Automatic essay scoring systems are both overstable and oversensitive: explaining why and proposing defenses

Y Kumar, S Parekh, S Singh, JJ Li, RR Shah… - Dialogue & …, 2023 - journals.uic.edu
Abstract Deep-learning based Automatic Essay Scoring (AES) systems are being actively
used in various high-stake applications in education and testing. However, little research …

A prompt-independent and interpretable automated essay scoring method for Chinese second language writing

Y Wang, R Hu - China National Conference on Chinese Computational …, 2021 - Springer
With the increasing popularity of learning Chinese as a second language (L2), the
development of an automated essay scoring (AES) method specially for Chinese L2 essays …

IFlyEA: A Chinese essay assessment system with automated rating, review generation, and recommendation

J Gong, X Hu, W Song, R Fu, Z Sheng… - Proceedings of the …, 2021 - aclanthology.org
Abstract Automated Essay Assessment (AEA) aims to judge students' writing proficiency in
an automatic way. This paper presents a Chinese AEA system IFlyEssayAssess (IFlyEA) …