Large language models in medicine
Large language models (LLMs) can respond to free-text queries without being specifically
trained in the task in question, causing excitement and concern about their use in healthcare …
trained in the task in question, causing excitement and concern about their use in healthcare …
Foundation models for generalist medical artificial intelligence
The exceptionally rapid development of highly flexible, reusable artificial intelligence (AI)
models is likely to usher in newfound capabilities in medicine. We propose a new paradigm …
models is likely to usher in newfound capabilities in medicine. We propose a new paradigm …
Scaling instruction-finetuned language models
Finetuning language models on a collection of datasets phrased as instructions has been
shown to improve model performance and generalization to unseen tasks. In this paper we …
shown to improve model performance and generalization to unseen tasks. In this paper we …
Sparks of artificial general intelligence: Early experiments with gpt-4
Artificial intelligence (AI) researchers have been developing and refining large language
models (LLMs) that exhibit remarkable capabilities across a variety of domains and tasks …
models (LLMs) that exhibit remarkable capabilities across a variety of domains and tasks …
A survey of large language models
Language is essentially a complex, intricate system of human expressions governed by
grammatical rules. It poses a significant challenge to develop capable AI algorithms for …
grammatical rules. It poses a significant challenge to develop capable AI algorithms for …
Benefits, limits, and risks of GPT-4 as an AI chatbot for medicine
P Lee, S Bubeck, J Petro - New England Journal of Medicine, 2023 - Mass Medical Soc
Benefits, Limits, and Risks of GPT-4 as an AI Chatbot for Medicine | New England Journal of
Medicine Skip to main content The New England Journal of Medicine homepage Advanced …
Medicine Skip to main content The New England Journal of Medicine homepage Advanced …
Capabilities of gpt-4 on medical challenge problems
H Nori, N King, SM McKinney, D Carignan… - arXiv preprint arXiv …, 2023 - arxiv.org
Large language models (LLMs) have demonstrated remarkable capabilities in natural
language understanding and generation across various domains, including medicine. We …
language understanding and generation across various domains, including medicine. We …
BioGPT: generative pre-trained transformer for biomedical text generation and mining
Pre-trained language models have attracted increasing attention in the biomedical domain,
inspired by their great success in the general natural language domain. Among the two main …
inspired by their great success in the general natural language domain. Among the two main …
A survey on evaluation of large language models
Large language models (LLMs) are gaining increasing popularity in both academia and
industry, owing to their unprecedented performance in various applications. As LLMs …
industry, owing to their unprecedented performance in various applications. As LLMs …
The imperative for regulatory oversight of large language models (or generative AI) in healthcare
The rapid advancements in artificial intelligence (AI) have led to the development of
sophisticated large language models (LLMs) such as GPT-4 and Bard. The potential …
sophisticated large language models (LLMs) such as GPT-4 and Bard. The potential …