Several categories of large language models (llms): A short survey

S Pahune, M Chandrasekharan - arXiv preprint arXiv:2307.10188, 2023 - arxiv.org
Large Language Models (LLMs) have become effective tools for natural language
processing and have been used in many different fields. This essay offers a succinct …

A review on large Language Models: Architectures, applications, taxonomies, open issues and challenges

MAK Raiaan, MSH Mukta, K Fatema, NM Fahad… - IEEE …, 2024 - ieeexplore.ieee.org
Large Language Models (LLMs) recently demonstrated extraordinary capability in various
natural language processing (NLP) tasks including language translation, text generation …

A survey on evaluation of large language models

Y Chang, X Wang, J Wang, Y Wu, L Yang… - ACM Transactions on …, 2024 - dl.acm.org
Large language models (LLMs) are gaining increasing popularity in both academia and
industry, owing to their unprecedented performance in various applications. As LLMs …

An analysis of large language models: their impact and potential applications

G Bharathi Mohan, R Prasanna Kumar… - … and Information Systems, 2024 - Springer
Large language models (LLMs) have transformed the interpretation and creation of human
language in the rapidly developing field of computerized language processing. These …

A bibliometric review of large language models research from 2017 to 2023

L Fan, L Li, Z Ma, S Lee, H Yu, L Hemphill - arXiv preprint arXiv …, 2023 - arxiv.org
Large language models (LLMs) are a class of language models that have demonstrated
outstanding performance across a range of natural language processing (NLP) tasks and …

A comprehensive overview of large language models

H Naveed, AU Khan, S Qiu, M Saqib, S Anwar… - arXiv preprint arXiv …, 2023 - arxiv.org
Large Language Models (LLMs) have recently demonstrated remarkable capabilities in
natural language processing tasks and beyond. This success of LLMs has led to a large …

A survey on large language models: Applications, challenges, limitations, and practical usage

MU Hadi, R Qureshi, A Shah, M Irfan, A Zafar… - Authorea …, 2023 - techrxiv.org
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …

Foundation and large language models: fundamentals, challenges, opportunities, and social impacts

D Myers, R Mohawesh, VI Chellaboina, AL Sathvik… - Cluster …, 2024 - Springer
Abstract Foundation and Large Language Models (FLLMs) are models that are trained using
a massive amount of data with the intent to perform a variety of downstream tasks. FLLMs …

Large language models: a comprehensive survey of its applications, challenges, limitations, and future prospects

MU Hadi, R Qureshi, A Shah, M Irfan, A Zafar… - Authorea …, 2023 - techrxiv.org
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …

Who is ChatGPT? Benchmarking LLMs' Psychological Portrayal Using PsychoBench

J Huang, W Wang, EJ Li, MH Lam, S Ren… - arXiv preprint arXiv …, 2023 - arxiv.org
Large Language Models (LLMs) have recently showcased their remarkable capacities, not
only in natural language processing tasks but also across diverse domains such as clinical …