Practical and ethical challenges of large language models in education: A systematic scoping review

L Yan, L Sha, L Zhao, Y Li… - British Journal of …, 2024 - Wiley Online Library
Educational technology innovations leveraging large language models (LLMs) have shown
the potential to automate the laborious process of generating and analysing textual content …

Prompt text classifications with transformer models! An exemplary introduction to prompt-based learning with large language models

CWF Mayer, S Ludwig, S Brandt - Journal of Research on …, 2023 - Taylor & Francis
This study investigates the potential of automated classification using prompt-based learning
approaches with transformer models (large language models trained in an unsupervised …

A hierarchical BERT-based transfer learning approach for multi-dimensional essay scoring

J Xue, X Tang, L Zheng - Ieee Access, 2021 - ieeexplore.ieee.org
The task of automated essay scoring (AES) continues to attract interdisciplinary attention
due to its commercial and educational importance as well as related research challenges …

Artificial intelligence applications in open and distance education: a systematic review of the articles (2007-2021)

L Göçmez, MR Okur - Asian Journal of Distance Education, 2023 - asianjde.com
With the urgent shift to distance learning due to Covid-19 measures, educational institutions
around the world have started to adopt e-learning massively. According to many experts …

A multi-strategy computer-assisted EFL writing learning system with deep learning incorporated and its effects on learning: A writing feedback perspective

B Chen, L Bao, R Zhang, J Zhang… - Journal of …, 2024 - journals.sagepub.com
Language learning has increasingly benefited from Computer-Assisted Language Learning
(CALL) technologies, especially with Artificial Intelligence involved in recent years. CALL in …

[HTML][HTML] Can AI provide useful holistic essay scoring?

TP Tate, J Steiss, D Bailey, S Graham, Y Moon… - … and Education: Artificial …, 2024 - Elsevier
Researchers have sought for decades to automate holistic essay scoring. Over the years,
these programs have improved significantly. However, accuracy requires significant …

Teaching and learning with AI in higher education: a scoping review

L Kuka, C Hörmann, B Sabitzer - Learning with Technologies and …, 2022 - Springer
The impact of artificial intelligence (AI) in its many forms such as machine learning, data
mining, learning analytics, etc. is undeniable. It is transforming not only social and economic …

College english intelligent writing score system based on big data analysis and deep learning algorithm

F Qin - Journal of Database Management (JDM), 2022 - igi-global.com
With the development of technologies such as big data analysis and deep learning, various
industries have begun to integrate with big data analysis and deep learning and continue to …

Generative AI in terms of Its ethical problems for both teachers and learners: Striking a balance

HT Le-Nguyen, TT Tran - Generative AI in Teaching and Learning, 2024 - igi-global.com
The chapter delves into the intricate ethical challenges posed by the integration of
generative AI tools in educational contexts. As the educational landscape undergoes a …

Applications of deep learning method of artificial intelligence in education

F Zhang, X Wang, X Zhang - Education and Information Technologies, 2024 - Springer
Intersection of education and deep learning method of artificial intelligence (AI) is gradually
becoming a hot research field. Education will be profoundly transformed by AI. The purpose …