BIBench: Benchmarking Data Analysis Knowledge of Large Language Models

S Liu, S Zhao, C Jia, X Zhuang, Z Long… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) have demonstrated impressive capabilities across a wide
range of tasks. However, their proficiency and reliability in the specialized domain of Data …

Large language models: Their success and impact

S Makridakis, F Petropoulos, Y Kang - Forecasting, 2023 - mdpi.com
ChatGPT, a state-of-the-art large language model (LLM), is revolutionizing the AI field by
exhibiting humanlike skills in a range of tasks that include understanding and answering …

Large Language Models for Medicine: A Survey

Y Zheng, W Gan, Z Chen, Z Qi, Q Liang… - arXiv preprint arXiv …, 2024 - arxiv.org
To address challenges in the digital economy's landscape of digital intelligence, large
language models (LLMs) have been developed. Improvements in computational power 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 …

Datasets for large language models: A comprehensive survey

Y Liu, J Cao, C Liu, K Ding, L Jin - arXiv preprint arXiv:2402.18041, 2024 - arxiv.org
This paper embarks on an exploration into the Large Language Model (LLM) datasets,
which play a crucial role in the remarkable advancements of LLMs. The datasets serve as …

[PDF][PDF] The evolution and impact of large language model systems: A comprehensive analysis

S Jana, R Biswas, K Pal, S Biswas, K Roy - 2024 - alochana.org
Natural language processing (NLP) and creative writing are two industries that have
benefited greatly from Large Language Model (LLM) systems. These systems have attracted …

Ethical implications of large language models a multidimensional exploration of societal, economic, and technical concerns

KJ Tokayev - International Journal of Social Analytics, 2023 - norislab.com
Abstract Large Language Models (LLMs) have become increasingly prevalent in various
sectors including healthcare, finance, and customer service, among others. While these …

Welcome to the era of chatgpt et al. the prospects of large language models

T Teubner, CM Flath, C Weinhardt… - Business & Information …, 2023 - Springer
The emergence of Large Language Models (LLMs) in combination with easy-to-use
interfaces such as ChatGPT, Bing Chat, and Google's Bard represent both a Herculean task …

The Evolution of Language Models: From N-Grams to LLMs, and Beyond

M Raeini - Available at SSRN 4625356, 2023 - papers.ssrn.com
In the last couple of decades language models (and artificial intelligence technologies) have
had significant improvements. Along with computer vision and image processing models …

LLMs with Industrial Lens: Deciphering the Challenges and Prospects--A Survey

A Urlana, CV Kumar, AK Singh, BM Garlapati… - arXiv preprint arXiv …, 2024 - arxiv.org
Large language models (LLMs) have become the secret ingredient driving numerous
industrial applications, showcasing their remarkable versatility across a diverse spectrum of …