[HTML][HTML] A survey of GPT-3 family large language models including ChatGPT and GPT-4

KS Kalyan - Natural Language Processing Journal, 2024 - Elsevier
Large language models (LLMs) are a special class of pretrained language models (PLMs)
obtained by scaling model size, pretraining corpus and computation. LLMs, because of their …

Opportunities and challenges for ChatGPT and large language models in biomedicine and health

S Tian, Q **, L Yeganova, PT Lai, Q Zhu… - Briefings in …, 2024 - academic.oup.com
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 …

A survey of large language models in medicine: Progress, application, and challenge

H Zhou, F Liu, B Gu, X Zou, J Huang, J Wu, Y Li… - ar** review
X Meng, X Yan, K Zhang, D Liu, X Cui, Y Yang… - Iscience, 2024 - cell.com
This study systematically reviewed the application of large language models (LLMs) in
medicine, analyzing 550 selected studies from a vast literature search. LLMs like ChatGPT …

An in-depth evaluation of federated learning on biomedical natural language processing for information extraction

L Peng, G Luo, S Zhou, J Chen, Z Xu, J Sun… - NPJ Digital …, 2024 - nature.com
Abstract Language models (LMs) such as BERT and GPT have revolutionized natural
language processing (NLP). However, the medical field faces challenges in training LMs …

Unveiling llm evaluation focused on metrics: Challenges and solutions

T Hu, XH Zhou - arxiv preprint arxiv:2404.09135, 2024 - arxiv.org
Natural Language Processing (NLP) is witnessing a remarkable breakthrough driven by the
success of Large Language Models (LLMs). LLMs have gained significant attention across …