[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 …

[HTML][HTML] The application of large language models in medicine: A scoping review

X Meng, X Yan, K Zhang, D Liu, X Cui, Y Yang… - Iscience, 2024 - cell.com
This study systematically reviewed the application of large language models (LLMs) in
medicine, analyzing 550 selected studies from a vast literature search. LLMs like ChatGPT …

The llama 3 herd of models

A Dubey, A Jauhri, A Pandey, A Kadian… - arXiv preprint arXiv …, 2024 - arxiv.org
Modern artificial intelligence (AI) systems are powered by foundation models. This paper
presents a new set of foundation models, called Llama 3. It is a herd of language models …

Gpt-ner: Named entity recognition via large language models

S Wang, X Sun, X Li, R Ouyang, F Wu, T Zhang… - arXiv preprint arXiv …, 2023 - arxiv.org
Despite the fact that large-scale Language Models (LLM) have achieved SOTA
performances on a variety of NLP tasks, its performance on NER is still significantly below …

Journeydb: A benchmark for generative image understanding

K Sun, J Pan, Y Ge, H Li, H Duan… - Advances in …, 2024 - proceedings.neurips.cc
While recent advancements in vision-language models have had a transformative impact on
multi-modal comprehension, the extent to which these models possess the ability to …

Language models meet world models: Embodied experiences enhance language models

J Xiang, T Tao, Y Gu, T Shu, Z Wang… - Advances in neural …, 2024 - proceedings.neurips.cc
While large language models (LMs) have shown remarkable capabilities across numerous
tasks, they often struggle with simple reasoning and planning in physical environments …

Can generative pre-trained transformers (gpt) pass assessments in higher education programming courses?

J Savelka, A Agarwal, C Bogart, Y Song… - Proceedings of the 2023 …, 2023 - dl.acm.org
We evaluated the capability of generative pre-trained transformers (GPT), to pass
assessments in introductory and intermediate Python programming courses at the …

Large language models sensitivity to the order of options in multiple-choice questions

P Pezeshkpour, E Hruschka - arXiv preprint arXiv:2308.11483, 2023 - arxiv.org
Large Language Models (LLMs) have demonstrated remarkable capabilities in various NLP
tasks. However, previous works have shown these models are sensitive towards prompt …

Graph neural prompting with large language models

Y Tian, H Song, Z Wang, H Wang, Z Hu… - Proceedings of the …, 2024 - ojs.aaai.org
Large language models (LLMs) have shown remarkable generalization capability with
exceptional performance in various language modeling tasks. However, they still exhibit …