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 …

From google gemini to openai q*(q-star): A survey of reshaping 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 …

Mm-llms: Recent advances in multimodal large language models

D Zhang, Y Yu, C Li, J Dong, D Su, C Chu… - arXiv preprint arXiv …, 2024 - arxiv.org
In the past year, MultiModal Large Language Models (MM-LLMs) have undergone
substantial advancements, augmenting off-the-shelf LLMs to support MM inputs or outputs …

The diversification of methods for studying cell–cell interactions and communication

E Armingol, HM Baghdassarian, NE Lewis - Nature Reviews Genetics, 2024 - nature.com
No cell lives in a vacuum, and the molecular interactions between cells define most
phenotypes. Transcriptomics provides rich information to infer cell–cell interactions and …

A review on large Language Models: Architectures, applications, taxonomies, open issues and challenges

MAK Raiaan, MSH Mukta, K Fatema, NM Fahad… - IEEE …, 2024 - ieeexplore.ieee.org
Large Language Models (LLMs) recently demonstrated extraordinary capability in various
natural language processing (NLP) tasks including language translation, text generation …

Beyond efficiency: A systematic survey of resource-efficient large language models

G Bai, Z Chai, C Ling, S Wang, J Lu, N Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
The burgeoning field of Large Language Models (LLMs), exemplified by sophisticated
models like OpenAI's ChatGPT, represents a significant advancement in artificial …

Language-based action concept spaces improve video self-supervised learning

K Ranasinghe, MS Ryoo - Advances in Neural Information …, 2023 - proceedings.neurips.cc
Recent contrastive language image pre-training has led to learning highly transferable and
robust image representations. However, adapting these models to video domain with …

Large language model assisted software engineering: prospects, challenges, and a case study

L Belzner, T Gabor, M Wirsing - … Conference on Bridging the Gap between …, 2023 - Springer
Large language models such as OpenAI's GPT and Google's Bard offer new opportunities
for supporting software engineering processes. Large language model assisted software …

[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 …

Large language models in cybersecurity: State-of-the-art

FN Motlagh, M Hajizadeh, M Majd, P Najafi… - arXiv preprint arXiv …, 2024 - arxiv.org
The rise of Large Language Models (LLMs) has revolutionized our comprehension of
intelligence bringing us closer to Artificial Intelligence. Since their introduction, researchers …