Continual learning of large language models: A comprehensive survey

H Shi, Z Xu, H Wang, W Qin, W Wang, Y Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
The recent success of large language models (LLMs) trained on static, pre-collected,
general datasets has sparked numerous research directions and applications. One such …

[HTML][HTML] The application of large language models in medicine: A scoping 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 …

A survey of large language models

WX Zhao, K Zhou, J Li, T Tang, X Wang, Y Hou… - arXiv preprint arXiv …, 2023 - arxiv.org
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 …

Unlocking the potential of ChatGPT: A comprehensive exploration of its applications, advantages, limitations, and future directions in natural language processing

W Hariri - arXiv preprint arXiv:2304.02017, 2023 - arxiv.org
Large language models have revolutionized the field of artificial intelligence and have been
used in various applications. Among these models, ChatGPT (Chat Generative Pre-trained …

A survey of safety and trustworthiness of large language models through the lens of verification and validation

X Huang, W Ruan, W Huang, G Jin, Y Dong… - Artificial Intelligence …, 2024 - Springer
Large language models (LLMs) have exploded a new heatwave of AI for their ability to
engage end-users in human-level conversations with detailed and articulate answers across …

[PDF][PDF] Is information extraction solved by chatgpt? an analysis of performance, evaluation criteria, robustness and errors

R Han, T Peng, C Yang, B Wang, L Liu… - arXiv preprint arXiv …, 2023 - researchgate.net
ChatGPT has stimulated the research boom in the field of large language models. In this
paper, we assess the capabilities of ChatGPT from four perspectives including Performance …

Evaluating the ChatGPT family of models for biomedical reasoning and classification

S Chen, Y Li, S Lu, H Van, HJWL Aerts… - Journal of the …, 2024 - academic.oup.com
Abstract Objective Large language models (LLMs) have shown impressive ability in
biomedical question-answering, but have not been adequately investigated for more specific …

A complete survey on llm-based ai chatbots

SK Dam, CS Hong, Y Qiao, C Zhang - arXiv preprint arXiv:2406.16937, 2024 - arxiv.org
The past few decades have witnessed an upsurge in data, forming the foundation for data-
hungry, learning-based AI technology. Conversational agents, often referred to as AI …

Evaluation of the reliability and readability of ChatGPT-4 responses regarding hypothyroidism during pregnancy

CE Onder, G Koc, P Gokbulut, I Taskaldiran… - Scientific reports, 2024 - nature.com
Hypothyroidism is characterized by thyroid hormone deficiency and has adverse effects on
both pregnancy and fetal health. Chat Generative Pre-trained Transformer (ChatGPT) is a …

Creating trustworthy llms: Dealing with hallucinations in healthcare ai

MA Ahmad, I Yaramis, TD Roy - arXiv preprint arXiv:2311.01463, 2023 - arxiv.org
Large language models have proliferated across multiple domains in as short period of time.
There is however hesitation in the medical and healthcare domain towards their adoption …