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 …

Towards responsible development of generative AI for education: An evaluation-driven approach

I Jurenka, M Kunesch, KR McKee, D Gillick… - arXiv preprint arXiv …, 2024 - arxiv.org
A major challenge facing the world is the provision of equitable and universal access to
quality education. Recent advances in generative AI (gen AI) have created excitement about …

The life cycle of large language models: A review of biases in education

J Lee, Y Hicke, R Yu, C Brooks, RF Kizilcec - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) are increasingly adopted in educational contexts to provide
personalized support to students and teachers. The unprecedented capacity of LLM-based …

Reducing interpretative ambiguity in an educational environment with ChatGPT

F Garcia-Varela, Z Bekerman, M Nussbaum… - Computers & …, 2025 - Elsevier
The study posits that both concrete and abstract words are crucial for effective
communication, particularly in educational contexts where the interplay between these forms …

LessonPlanner: Assisting novice teachers to prepare pedagogy-driven lesson plans with large language models

H Fan, G Chen, X Wang, Z Peng - Proceedings of the 37th Annual ACM …, 2024 - dl.acm.org
Preparing a lesson plan, eg, a detailed road map with strategies and materials for instructing
a 90-minute class, is beneficial yet challenging for novice teachers. Large language models …

Students Rather Than Experts: A New AI For Education Pipeline To Model More Human-Like And Personalised Early Adolescences

Y Ma, S Hu, X Li, Y Wang, S Liu, KH Cheong - arXiv preprint arXiv …, 2024 - arxiv.org
The capabilities of large language models (LLMs) have been applied in expert systems
across various domains, providing new opportunities for AI in Education. Educational …

Task Synthesis for Elementary Visual Programming in XLogoOnline Environment

C Wen, A Ghosh, J Staub, A Singla - International Conference on Artificial …, 2024 - Springer
In recent years, the XLogoOnline programming platform has gained popularity among
novice learners. It integrates the Logo programming language with visual programming …

[HTML][HTML] AI chatbots: A disguised enemy for academic integrity?

AC Niloy, R Hafiz, BMT Hossain, F Gulmeher… - International Journal of …, 2024 - Elsevier
The widespread popularity of ChatGPT and other AI chatbots has sparked debate within the
scientific community, particularly regarding their impact on academic integrity among …

Synthesizing a Progression of Subtasks for Block-Based Visual Programming Tasks

A Tercan, A Ghosh, HF Eniser, M Christakis… - arXiv preprint arXiv …, 2023 - arxiv.org
Block-based visual programming environments play an increasingly important role in
introducing computing concepts to K-12 students. In recent years, they have also gained …

[HTML][HTML] PharmaSimText: A Text-Based Educational Playground filled with RL-LLM Agents That Work Together Even in Disagreement

B Radmehr, A Singla, T Käser - Journal of …, 2025 - jedm.educationaldatamining.org
There has been a growing interest in developing simulated learners to enhance learning
and teaching experiences in educational environments. However, existing works have …