[HTML][HTML] A review of current trends, techniques, and challenges in large language models (llms)

R Patil, V Gudivada - Applied Sciences, 2024 - mdpi.com
Natural language processing (NLP) has significantly transformed in the last decade,
especially in the field of language modeling. Large language models (LLMs) have achieved …

Challenges and applications of large language models

J Kaddour, J Harris, M Mozes, H Bradley… - arXiv preprint arXiv …, 2023 - arxiv.org
Large Language Models (LLMs) went from non-existent to ubiquitous in the machine
learning discourse within a few years. Due to the fast pace of the field, it is difficult to identify …

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 …

Data-juicer: A one-stop data processing system for large language models

D Chen, Y Huang, Z Ma, H Chen, X Pan, C Ge… - Companion of the 2024 …, 2024 - dl.acm.org
The immense evolution in Large Language Models (LLMs) has underscored the importance
of massive, heterogeneous, and high-quality data. A data recipe is a mixture of data from …

Large language models: A survey

S Minaee, T Mikolov, N Nikzad, M Chenaghlu… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) have drawn a lot of attention due to their strong
performance on a wide range of natural language tasks, since the release of ChatGPT in …

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 …

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 …

History, Development, and Principles of Large Language Models-An Introductory Survey

Z Chu, S Ni, Z Wang, X Feng, C Li, X Hu, R Xu… - arXiv preprint arXiv …, 2024 - arxiv.org
Language models serve as a cornerstone in natural language processing (NLP), utilizing
mathematical methods to generalize language laws and knowledge for prediction and …

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 …

A literature survey on open source large language models

S Kukreja, T Kumar, A Purohit, A Dasgupta… - Proceedings of the 2024 …, 2024 - dl.acm.org
Since the 1950s, post the Turing test, humans have been striving hard to make machines
learn the art of mastering linguistic intelligence. Language being a complex and intricate tool …