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 …

How to train long-context language models (effectively)

T Gao, A Wettig, H Yen, D Chen - arxiv preprint arxiv:2410.02660, 2024 - arxiv.org
We study continued training and supervised fine-tuning (SFT) of a language model (LM) to
make effective use of long-context information. We first establish a reliable evaluation …

CiteME: Can Language Models Accurately Cite Scientific Claims?

O Press, A Hochlehnert, A Prabhu… - arxiv preprint arxiv …, 2024 - arxiv.org
Thousands of new scientific papers are published each month. Such information overload
complicates researcher efforts to stay current with the state-of-the-art as well as to verify and …

Opportunities and challenges of using generative AI to personalize educational assessment

B Arslan, B Lehman, C Tenison, JR Sparks… - Frontiers in Artificial …, 2024 - frontiersin.org
In line with the positive effects of personalized learning, personalized assessments are
expected to maximize learner motivation and engagement, allowing learners to show what …

Map-neo: Highly capable and transparent bilingual large language model series

G Zhang, S Qu, J Liu, C Zhang, C Lin, CL Yu… - arxiv preprint arxiv …, 2024 - arxiv.org
Large Language Models (LLMs) have made great strides in recent years to achieve
unprecedented performance across different tasks. However, due to commercial interest, the …

Stepwise verification and remediation of student reasoning errors with large language model tutors

N Daheim, J Macina, M Kapur, I Gurevych… - arxiv preprint arxiv …, 2024 - arxiv.org
Large language models (LLMs) present an opportunity to scale high-quality personalized
education to all. A promising approach towards this means is to build dialog tutoring models …

Impact of GPT-Driven Teaching Assistants in VR Learning Environments

K Tracy, O Spantidi - IEEE Transactions on Learning …, 2025 - ieeexplore.ieee.org
Virtual reality (VR) has emerged as a transformative educational tool, enabling immersive
learning environments that promote student engagement and understanding of complex …

Closing the Loop: Learning to Generate Writing Feedback via Language Model Simulated Student Revisions

I Nair, J Tan, X Su, A Gere, X Wang, L Wang - arxiv preprint arxiv …, 2024 - arxiv.org
Providing feedback is widely recognized as crucial for refining students' writing skills. Recent
advances in language models (LMs) have made it possible to automatically generate …

Are Frontier Large Language Models Suitable for Q&A in Science Centres?

J Watson, F Góes, M Volpe, T Medeiros - arxiv preprint arxiv:2412.05200, 2024 - arxiv.org
This paper investigates the suitability of frontier Large Language Models (LLMs) for Q&A
interactions in science centres, with the aim of boosting visitor engagement while …

[PDF][PDF] Euler: Fine tuning a large language model for socratic interactions

G Bonino, G Sanmartino, GG Pinheiro… - Proceedings of the …, 2024 - eurecom.fr
Abstract Using Large Language Models (LLMs) for education triggers numerous challenges.
In particular, LLMs are often fine-tuned and instructed for Question Answering tasks …