The life cycle of large language models in education: A framework for understanding sources of bias

J Lee, Y Hicke, R Yu, C Brooks… - British Journal of …, 2024 - Wiley Online Library
Large language models (LLMs) are increasingly adopted in educational contexts to provide
personalized support to students and teachers. The unprecedented capacity of LLM‐based …

The promise and challenges of generative AI in education

M Giannakos, R Azevedo, P Brusilovsky… - Behaviour & …, 2024 - Taylor & Francis
Generative artificial intelligence (GenAI) tools, such as large language models (LLMs),
generate natural language and other types of content to perform a wide range of tasks. This …

Surveying Attitudinal Alignment Between Large Language Models Vs. Humans Towards 17 Sustainable Development Goals

Q Wu, Y Xu, T Xiao, Y Xiao, Y Li, T Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) have emerged as potent tools for advancing the United
Nations' Sustainable Development Goals (SDGs). However, the attitudinal disparities …

[HTML][HTML] Do teachers spot AI? Evaluating the detectability of AI-generated texts among student essays

J Fleckenstein, J Meyer, T Jansen, SD Keller… - … and Education: Artificial …, 2024 - Elsevier
The potential application of generative artificial intelligence (AI) in schools and universities
poses great challenges, especially for the assessment of students' texts. Previous research …

LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts

H Hashemi, J Eisner, C Rosset… - Proceedings of the …, 2024 - aclanthology.org
This paper introduces a framework for the automated evaluation of natural language texts. A
manually constructed rubric describes how to assess multiple dimensions of interest. To …

Understanding the Effectiveness of Automated Feedback: Using Process Data to Uncover the Role of Behavioral Engagement

R Schiller, J Fleckenstein, U Mertens, A Horbach… - Computers & …, 2024 - Elsevier
In the last couple of years, feedback research has shifted towards a feedback-as-process
approach, taking a learner-centered perspective and focusing on the proactive role of the …

Examining the moderating effect of motivation on technology acceptance of generative AI for English as a foreign language learning

Y Zheng, Y Wang, KSX Liu, MYC Jiang - Education and Information …, 2024 - Springer
Abstract Grounded in the Unified Theory of Acceptance and Use of Technology 2 (UTAUT2),
this study investigates the interplay between key UTAUT2 constructs and motivation …

[HTML][HTML] A Language Model–Powered Simulated Patient With Automated Feedback for History Taking: Prospective Study

F Holderried, C Stegemann-Philipps… - JMIR Medical …, 2024 - mededu.jmir.org
Background: Although history taking is fundamental for diagnosing medical conditions,
teaching and providing feedback on the skill can be challenging due to resource constraints …

[HTML][HTML] Synergizing collaborative writing and AI feedback: An investigation into enhancing L2 writing proficiency in wiki-based environments

W Wiboolyasarin, K Wiboolyasarin… - … and Education: Artificial …, 2024 - Elsevier
Collaborative writing, paired with AI feedback, represents an innovative and effective
pedagogical approach with the potential to revolutionize language learning practices. This …

Empirische Arbeit: Comparing Generative AI and Expert Feedback to Students' Writing: Insights from Student Teachers

T Jansen, L Höft, L Bahr, J Fleckenstein… - … in Erziehung und …, 2024 - elibrary.utb.de
Feedback is crucial for learning complex tasks like writing, yet its creation is time-consuming,
often leading to students receiving insufficient feedback. Generative artificial intelligence …