Towards responsible development of generative AI for education: An evaluation-driven approach
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 …
quality education. Recent advances in generative AI (gen AI) have created excitement about …
How to train long-context language models (effectively)
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 …
make effective use of long-context information. We first establish a reliable evaluation …
CiteME: Can Language Models Accurately Cite Scientific Claims?
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 …
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
In line with the positive effects of personalized learning, personalized assessments are
expected to maximize learner motivation and engagement, allowing learners to show what …
expected to maximize learner motivation and engagement, allowing learners to show what …
Map-neo: Highly capable and transparent bilingual large language model series
Large Language Models (LLMs) have made great strides in recent years to achieve
unprecedented performance across different tasks. However, due to commercial interest, the …
unprecedented performance across different tasks. However, due to commercial interest, the …
Stepwise verification and remediation of student reasoning errors with large language model tutors
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 …
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
Virtual reality (VR) has emerged as a transformative educational tool, enabling immersive
learning environments that promote student engagement and understanding of complex …
learning environments that promote student engagement and understanding of complex …
Closing the Loop: Learning to Generate Writing Feedback via Language Model Simulated Student Revisions
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 …
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 …
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 …
In particular, LLMs are often fine-tuned and instructed for Question Answering tasks …