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 …

Grounding and evaluation for large language models: Practical challenges and lessons learned (survey)

K Kenthapadi, M Sameki, A Taly - Proceedings of the 30th ACM SIGKDD …, 2024 - dl.acm.org
With the ongoing rapid adoption of Artificial Intelligence (AI)-based systems in high-stakes
domains, ensuring the trustworthiness, safety, and observability of these systems has …

Red-Teaming for generative AI: Silver bullet or security theater?

M Feffer, A Sinha, WH Deng, ZC Lipton… - Proceedings of the AAAI …, 2024 - ojs.aaai.org
In response to rising concerns surrounding the safety, security, and trustworthiness of
Generative AI (GenAI) models, practitioners and regulators alike have pointed to AI red …

International Scientific Report on the Safety of Advanced AI (Interim Report)

Y Bengio, S Mindermann, D Privitera… - arXiv preprint arXiv …, 2024 - arxiv.org
This is the interim publication of the first International Scientific Report on the Safety of
Advanced AI. The report synthesises the scientific understanding of general-purpose AI--AI …

Natural language processing for dialects of a language: A survey

A Joshi, R Dabre, D Kanojia, Z Li, H Zhan… - ACM Computing …, 2024 - dl.acm.org
State-of-the-art natural language processing (NLP) models are trained on massive training
corpora, and report a superlative performance on evaluation datasets. This survey delves …

Large language models, social demography, and hegemony: comparing authorship in human and synthetic text

AJ Alvero, J Lee, A Regla-Vargas, RF Kizilcec… - Journal of Big Data, 2024 - Springer
Large language models have become popular over a short period of time because they can
generate text that resembles human writing across various domains and tasks. The …

To become an object among objects: Generative artificial “intelligence,” writing, and linguistic white supremacy

RS de Roock - Reading Research Quarterly, 2024 - Wiley Online Library
This paper critically explores the implications of generative artificial “intelligence”(GAI)
technologies for literacy theory and practice through a case study of the author's use of …

Ai suggestions homogenize writing toward western styles and diminish cultural nuances

D Agarwal, M Naaman, A Vashistha - arXiv preprint arXiv:2409.11360, 2024 - arxiv.org
Large language models (LLMs) are being increasingly integrated into everyday products
and services, such as coding tools and writing assistants. As these embedded AI …

Why ai is weird and should not be this way: Towards ai for everyone, with everyone, by everyone

R Mihalcea, O Ignat, L Bai, A Borah, L Chiruzzo… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper presents a vision for creating AI systems that are inclusive at every stage of
development, from data collection to model design and evaluation. We address key …

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 …