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 …

A Comprehensive Review on Generative AI for Education

U Mittal, S Sai, V Chamola - IEEE Access, 2024 - ieeexplore.ieee.org
Artificial Intelligence (AI) has immense potential for personalized learning experiences,
content generation, and vivid educational support. This paper delves into generative AI (GAI) …

Does Generative Artificial Intelligence Improve the Academic Achievement of College Students? A Meta-Analysis

L Sun, L Zhou - Journal of Educational Computing Research, 2024 - journals.sagepub.com
The use of generative artificial intelligence (Gen-AI) to assist college students in their studies
has become a trend. However, there is no academic consensus on whether Gen-AI can …

Integrating LLMs into Database Systems Education

K Prakash, S Rao, R Hamza, J Lukich… - Proceedings of the 3rd …, 2024 - dl.acm.org
Large Language Models (LLMs) have sparked a drastic improvement in the ways computers
can understand, process, and generate language. As LLM-based offerings become …

Understanding Help-Seeking Behavior of Students Using LLMs vs. Web Search for Writing SQL Queries

H Kumar, M Reza, J Mitchell, I Musabirov… - arXiv preprint arXiv …, 2024 - arxiv.org
Growth in the use of large language models (LLMs) in programming education is altering
how students write SQL queries. Traditionally, students relied heavily on web search for …

Can Generative AI Support Educators? Creating Learning Paths with PolyGloT

A Bucchiarone, F Gini, F Bonetti, S Bassanelli… - General Aspects of … - Springer
This chapter explores the intersection of generative AI and personalized learning,
emphasizing the role of educators and examining the application of large language models …

General Aspects of Applying Generative AI in Higher Education: Opportunities and Challenges

M Lahby - books.google.com
The past few years have given educators across the world plenty of reasons to take pause
and reflect, while simultaneously imposing a pace that allows for no such thing; first, the …