From google gemini to openai q*(q-star): A survey of resha** the generative artificial intelligence (ai) research landscape

TR McIntosh, T Susnjak, T Liu, P Watters… - arxiv preprint arxiv …, 2023‏ - arxiv.org
This comprehensive survey explored the evolving landscape of generative Artificial
Intelligence (AI), with a specific focus on the transformative impacts of Mixture of Experts …

History, development, and principles of large language models: an introductory survey

Z Wang, Z Chu, TV Doan, S Ni, M Yang, W Zhang - AI and Ethics, 2024‏ - Springer
Abstract Language models serve as a cornerstone in natural language processing, utilizing
mathematical methods to generalize language laws and knowledge for prediction and …

[HTML][HTML] From turing to transformers: A comprehensive review and tutorial on the evolution and applications of generative transformer models

EY Zhang, AD Cheok, Z Pan, J Cai, Y Yan - Sci, 2023‏ - mdpi.com
In recent years, generative transformers have become increasingly prevalent in the field of
artificial intelligence, especially within the scope of natural language processing. This paper …

Querying large language models with SQL

M Saeed, N De Cao, P Papotti - arxiv preprint arxiv:2304.00472, 2023‏ - arxiv.org
In many use-cases, information is stored in text but not available in structured data.
However, extracting data from natural language text to precisely fit a schema, and thus …

[HTML][HTML] Large language models meet next-generation networking technologies: A review

CN Hang, PD Yu, R Morabito, CW Tan - Future Internet, 2024‏ - mdpi.com
The evolution of network technologies has significantly transformed global communication,
information sharing, and connectivity. Traditional networks, relying on static configurations …

Harnessing large vision and language models in agriculture: A review

H Zhu, S Qin, M Su, C Lin, A Li, J Gao - arxiv preprint arxiv:2407.19679, 2024‏ - arxiv.org
Large models can play important roles in many domains. Agriculture is another key factor
affecting the lives of people around the world. It provides food, fabric, and coal for humanity …

A question and answering service of typhoon disasters based on the t5 large language model

Y **a, Y Huang, Q Qiu, X Zhang, L Miao… - … International Journal of …, 2024‏ - mdpi.com
A typhoon disaster is a common meteorological disaster that seriously impacts natural
ecology, social economy, and even human sustainable development. It is crucial to access …

[HTML][HTML] A comprehensive review of generative AI in finance

DKC Lee, C Guan, Y Yu, Q Ding - FinTech, 2024‏ - mdpi.com
The integration of generative AI (GAI) into the financial sector has brought about significant
advancements, offering new solutions for various financial tasks. This review paper provides …

Task-adaptive pretrained language models via clustered-importance sampling

D Grangier, S Fan, S Seto, P Ablin - arxiv preprint arxiv:2410.03735, 2024‏ - arxiv.org
Specialist language models (LMs) focus on a specific task or domain on which they often
outperform generalist LMs of the same size. However, the specialist data needed to pretrain …

RydbergGPT

D Fitzek, YH Teoh, HP Fung, GA Dagnew… - arxiv preprint arxiv …, 2024‏ - arxiv.org
We introduce a generative pretained transformer (GPT) designed to learn the measurement
outcomes of a neutral atom array quantum computer. Based on a vanilla transformer, our …