An automated essay scoring systems: a systematic literature review

D Ramesh, SK Sanampudi - Artificial Intelligence Review, 2022 - Springer
Assessment in the Education system plays a significant role in judging student performance.
The present evaluation system is through human assessment. As the number of teachers' …

[PDF][PDF] Automated Essay Scoring: A Survey of the State of the Art.

Z Ke, V Ng - IJCAI, 2019 - ijcai.org
Despite being investigated for over 50 years, the task of automated essay scoring continues
to draw a lot of attention in the natural language processing community in part because of its …

[HTML][HTML] Exploring the potential of using an AI language model for automated essay scoring

A Mizumoto, M Eguchi - Research Methods in Applied Linguistics, 2023 - Elsevier
The widespread adoption of ChatGPT, an AI language model, has the potential to bring
about significant changes to the research, teaching, and learning of foreign languages. The …

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 …

Deep learning in electron microscopy

JM Ede - Machine Learning: Science and Technology, 2021 - iopscience.iop.org
Deep learning is transforming most areas of science and technology, including electron
microscopy. This review paper offers a practical perspective aimed at developers with …

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 …

Enhancing automated essay scoring performance via fine-tuning pre-trained language models with combination of regression and ranking

R Yang, J Cao, Z Wen, Y Wu, X He - Findings of the Association …, 2020 - aclanthology.org
Abstract Automated Essay Scoring (AES) is a critical text regression task that automatically
assigns scores to essays based on their writing quality. Recently, the performance of …

Unpacking the “Black Box” of AI in education

N Gillani, R Eynon, C Chiabaut, K Finkel - Educational Technology & …, 2023 - JSTOR
Recent advances in Artificial Intelligence (AI) have sparked renewed interest in its potential
to improve education. However, AI is a loose umbrella term that refers to a collection of …

Should you fine-tune BERT for automated essay scoring?

E Mayfield, AW Black - Proceedings of the Fifteenth Workshop on …, 2020 - aclanthology.org
Most natural language processing research now recommends large Transformer-based
models with fine-tuning for supervised classification tasks; older strategies like bag-of-words …

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 …