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 …

[HTML][HTML] A survey of GPT-3 family large language models including ChatGPT and GPT-4

KS Kalyan - Natural Language Processing Journal, 2024 - Elsevier
Large language models (LLMs) are a special class of pretrained language models (PLMs)
obtained by scaling model size, pretraining corpus and computation. LLMs, because of their …

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

MU Hadi, Q Al Tashi, A Shah, R Qureshi… - Authorea …, 2024 - authorea.com
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 …

The impact of ChatGPT on higher education

J Dempere, K Modugu, A Hesham… - Frontiers in …, 2023 - frontiersin.org
Introduction This study explores the effects of Artificial Intelligence (AI) chatbots, with a
particular focus on OpenAI's ChatGPT, on Higher Education Institutions (HEIs). With the …

The emergence of economic rationality of GPT

Y Chen, TX Liu, Y Shan… - Proceedings of the …, 2023 - National Acad Sciences
As large language models (LLMs) like GPT become increasingly prevalent, it is essential
that we assess their capabilities beyond language processing. This paper examines the …

Pixiu: A large language model, instruction data and evaluation benchmark for finance

Q Xie, W Han, X Zhang, Y Lai, M Peng… - arXiv preprint arXiv …, 2023 - arxiv.org
Although large language models (LLMs) has shown great performance on natural language
processing (NLP) in the financial domain, there are no publicly available financial tailtored …

Financial statement analysis with large language models

A Kim, M Muhn, V Nikolaev - arXiv preprint arXiv:2407.17866, 2024 - arxiv.org
We investigate whether large language models (LLMs) can successfully perform financial
statement analysis in a way similar to a professional human analyst. We provide …

Domain specialization as the key to make large language models disruptive: A comprehensive survey

C Ling, X Zhao, J Lu, C Deng, C Zheng, J Wang… - arXiv preprint arXiv …, 2023 - arxiv.org
Large language models (LLMs) have significantly advanced the field of natural language
processing (NLP), providing a highly useful, task-agnostic foundation for a wide range of …

Generative AI for economic research: Use cases and implications for economists

A Korinek - Journal of Economic Literature, 2023 - aeaweb.org
Generative artificial intelligence (AI) has the potential to revolutionize research. I analyze
how large language models (LLMs) such as ChatGPT can assist economists by describing …

Large models for time series and spatio-temporal data: A survey and outlook

M Jin, Q Wen, Y Liang, C Zhang, S Xue, X Wang… - arXiv preprint arXiv …, 2023 - arxiv.org
Temporal data, notably time series and spatio-temporal data, are prevalent in real-world
applications. They capture dynamic system measurements and are produced in vast …