Unraveling the landscape of large language models: a systematic review and future perspectives

Q Ding, D Ding, Y Wang, C Guan… - Journal of Electronic …, 2023 - emerald.com
Purpose The rapid rise of large language models (LLMs) has propelled them to the forefront
of applications in natural language processing (NLP). This paper aims to present a …

From large language models to databases and back: A discussion on research and education

S Amer-Yahia, A Bonifati, L Chen, G Li, K Shim… - ACM SIGMOD …, 2023 - dl.acm.org
In recent years, large language models (LLMs) have garnered increasing attention from both
academia and industry due to their potential to facilitate natural language processing (NLP) …

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 …

The Working Limitations of Large Language Models

M Burtsev, M Reeves, A Job - MIT Sloan Management Review, 2024 - search.proquest.com
Large language models (LLMs) seem set to transform businesses. Their ability to generate
detailed, creative responses to queries in plain language and code has sparked a wave of …

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 …

Leveraging the power of large language models to drive progress in the manufacturing industry

F Shi, Y Zhang, C Qu, C Fan, J Chu… - … on Financial Innovation …, 2024 - atlantis-press.com
In this paper, we delve into the transformative role of large language models (LLMs) in the
evolving digital economy, particularly within the manufacturing industry. We begin by …

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 …

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 …

Applying Large Language Models in Accounting: A Comparative Analysis of Different Methodologies and Off-the-Shelf Examples

H Li, MA Vasarhelyi - Available at SSRN 4650476, 2023 - papers.ssrn.com
Abstract The emergence of Large Language Models (LLMs) presents significant
opportunities in accounting, offering the potential to optimize current processes, extract new …

Large language models for telecom: Forthcoming impact on the industry

A Maatouk, N Piovesan, F Ayed… - arXiv preprint arXiv …, 2023 - arxiv.org
Large Language Models (LLMs) have emerged as a transformative force, revolutionizing
numerous fields well beyond the conventional domain of Natural Language Processing …