Large language models for education: A survey and outlook

S Wang, T Xu, H Li, C Zhang, J Liang, J Tang… - arXiv preprint arXiv …, 2024 - arxiv.org
The advent of Large Language Models (LLMs) has brought in a new era of possibilities in
the realm of education. This survey paper summarizes the various technologies of LLMs in …

Instruction makes a difference

T Adewumi, N Habib, L Alkhaled, E Barney - arXiv preprint arXiv …, 2024 - arxiv.org
We introduce Instruction Document Visual Question Answering (iDocVQA) dataset and
Large Language Document (LLaDoc) model, for training Language-Vision (LV) models for …

Generative AI and Teachers--For Us or Against Us? A Case Study

J Pettersson, E Hult, T Eriksson, T Adewumi - arXiv preprint arXiv …, 2024 - arxiv.org
We present insightful results of a survey on the adoption of generative artificial intelligence
(GenAI) by university teachers in their teaching activities. The transformation of education by …

On the Limitations of Large Language Models (LLMs): False Attribution

T Adewumi, N Habib, L Alkhaled, E Barney - arXiv preprint arXiv …, 2024 - arxiv.org
In this work, we provide insight into one important limitation of large language models
(LLMs), ie false attribution, and introduce a new hallucination metric-Simple Hallucination …

Generative Language Models in Higher Education

P Saraev - 2024 4th International Conference on Technology …, 2024 - ieeexplore.ieee.org
Large language models as part of artificial intelligence technologies have been rapidly
developed in recent years. It become possible thanks to models based on neural networks …

[PDF][PDF] FlexEval: a customizable tool for chatbot performance evaluation and dialogue analysis

ST Christie, B Moreau-Pernet, Y Tian, J Whitmer - 2024 - educationaldatamining.org
Large language models (LLMs) are increasingly being deployed in user-facing applications
in educational settings. Deployed applications often augment LLMs with fine-tuning, custom …

[PDF][PDF] Creativity, Productivity, and Large Language Models: Co-Creation of Doctoral Research Questions

M Kebritchi, Y Richmond, R Schultz - COLLEGE OF DOCTORAL STUDIES … - phoenix.edu
Crafting robust research questions (RQs) is critical to formulating doctoral dissertation
projects. Novice researchers and postgraduate students often need help with RQ …