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' …
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.
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 …
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 …
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 …
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 …
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 …
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
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 …
assigns scores to essays based on their writing quality. Recently, the performance of …
Unpacking the “Black Box” of AI in education
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 …
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 …
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 …
including artificial intelligence (AI) and machine learning (ML), to the field of education. One …