Opportunities and challenges for ChatGPT and large language models in biomedicine and health
ChatGPT has drawn considerable attention from both the general public and domain experts
with its remarkable text generation capabilities. This has subsequently led to the emergence …
with its remarkable text generation capabilities. This has subsequently led to the emergence …
A survey of large language models in medicine: Progress, application, and challenge
Large language models (LLMs), such as ChatGPT, have received substantial attention due
to their capabilities for understanding and generating human language. While there has …
to their capabilities for understanding and generating human language. While there has …
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 …
[HTML][HTML] How does ChatGPT perform on the United States Medical Licensing Examination (USMLE)? The implications of large language models for medical education …
Background: Chat Generative Pre-trained Transformer (ChatGPT) is a 175-billion-parameter
natural language processing model that can generate conversation-style responses to user …
natural language processing model that can generate conversation-style responses to user …
The flan collection: Designing data and methods for effective instruction tuning
We study the design decision of publicly available instruction tuning methods, by
reproducing and breaking down the development of Flan 2022 (Chung et al., 2022) …
reproducing and breaking down the development of Flan 2022 (Chung et al., 2022) …
Detectgpt: Zero-shot machine-generated text detection using probability curvature
E Mitchell, Y Lee, A Khazatsky… - International …, 2023 - proceedings.mlr.press
The increasing fluency and widespread usage of large language models (LLMs) highlight
the desirability of corresponding tools aiding detection of LLM-generated text. In this paper …
the desirability of corresponding tools aiding detection of LLM-generated text. In this paper …
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 …
Large language models encode clinical knowledge
Large language models (LLMs) have demonstrated impressive capabilities in natural
language understanding and generation, but the quality bar for medical and clinical …
language understanding and generation, but the quality bar for medical and clinical …
Galactica: A large language model for science
Information overload is a major obstacle to scientific progress. The explosive growth in
scientific literature and data has made it ever harder to discover useful insights in a large …
scientific literature and data has made it ever harder to discover useful insights in a large …
Towards expert-level medical question answering with large language models
Recent artificial intelligence (AI) systems have reached milestones in" grand challenges"
ranging from Go to protein-folding. The capability to retrieve medical knowledge, reason …
ranging from Go to protein-folding. The capability to retrieve medical knowledge, reason …