The commercial NLP landscape in 2017

R Dale - Natural Language Engineering, 2017 - cambridge.org
The commercialisation of natural language processing began over 35 years ago, but it's only
in the last year or two that it's become substantially more visible, largely because of the …

Position: Key Claims in LLM Research Have a Long Tail of Footnotes

A Rogers, S Luccioni - Forty-first International Conference on …, 2024 - openreview.net
Much of the recent discourse within the ML community has been centered around Large
Language Models (LLMs), their functionality and potential--yet not only do we not have a …

A survey of large language models for healthcare: from data, technology, and applications to accountability and ethics

K He, R Mao, Q Lin, Y Ruan, X Lan, M Feng… - arXiv preprint arXiv …, 2023 - arxiv.org
The utilization of large language models (LLMs) in the Healthcare domain has generated
both excitement and concern due to their ability to effectively respond to freetext queries with …

A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations

J Wang, H Ning, Y Peng, Q Wei, D Tesfai… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) have demonstrated surprising performance across various
natural language processing tasks. Recently, medical LLMs enhanced with domain-specific …

Ontologies in the era of large language models–a perspective

F Neuhaus - Applied ontology, 2023 - content.iospress.com
The potential of large language models (LLM) has captured the imagination of the public
and researchers alike. In contrast to previous generations of machine learning models …

Ethical considerations and potential risks in the deployment of large language models in diverse societal contexts

UP Liyanage, ND Ranaweera - Journal of Computational Social …, 2023 - vectoral.org
The integration of large language models (LLMs) into various societal applications brings
forth a plethora of ethical challenges and potential risks. One primary concern is the …

Data management for large language models: A survey

Z Wang, W Zhong, Y Wang, Q Zhu, F Mi… - arXiv preprint arXiv …, 2023 - arxiv.org
Data plays a fundamental role in the training of Large Language Models (LLMs). Effective
data management, particularly in the formulation of a well-suited training dataset, holds …

Large language models: A survey

S Minaee, T Mikolov, N Nikzad, M Chenaghlu… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) have drawn a lot of attention due to their strong
performance on a wide range of natural language tasks, since the release of ChatGPT in …

Overview of Current Applications of Large Language Models in Various Medical Specialities

U Mumtaz, A Ahmed, S Mumtaz - arXiv preprint arXiv:2311.12882, 2023 - arxiv.org
This paper gives an overview of the latest applications of Large Language Models (LLMs) in
the healthcare sector, highlighting their transformative role in enhancing medical care …

Language models and cognitive automation for economic research

A Korinek - 2023 - nber.org
Large language models (LLMs) such as ChatGPT have the potential to revolutionize
research in economics and other disciplines. I describe 25 use cases along six domains in …