Security and privacy challenges of large language models: A survey

BC Das, MH Amini, Y Wu - ACM Computing Surveys, 2024 - dl.acm.org
Large language models (LLMs) have demonstrated extraordinary capabilities and
contributed to multiple fields, such as generating and summarizing text, language …

Combating misinformation in the age of llms: Opportunities and challenges

C Chen, K Shu - AI Magazine, 2024 - Wiley Online Library
Misinformation such as fake news and rumors is a serious threat for information ecosystems
and public trust. The emergence of large language models (LLMs) has great potential to …

Auggpt: Leveraging chatgpt for text data augmentation

H Dai, Z Liu, W Liao, X Huang, Y Cao… - … Transactions on Big …, 2025 - ieeexplore.ieee.org
Text data augmentation is an effective strategy for overcoming the challenge of limited
sample sizes in many natural language processing (NLP) tasks. This challenge is especially …

Large language models: A survey

S Minaee, T Mikolov, N Nikzad, M Chenaghlu… - arxiv preprint arxiv …, 2024 - arxiv.org
Large Language Models (LLMs) have drawn a lot of attention due to their strong
performance on a wide range of natural language tasks, since the release of ChatGPT in …

[HTML][HTML] Empowering biomedical discovery with AI agents

S Gao, A Fang, Y Huang, V Giunchiglia, A Noori… - Cell, 2024 - cell.com
We envision" AI scientists" as systems capable of skeptical learning and reasoning that
empower biomedical research through collaborative agents that integrate AI models and …

Can llm-generated misinformation be detected?

C Chen, K Shu - arxiv preprint arxiv:2309.13788, 2023 - arxiv.org
The advent of Large Language Models (LLMs) has made a transformative impact. However,
the potential that LLMs such as ChatGPT can be exploited to generate misinformation has …

Sora: A review on background, technology, limitations, and opportunities of large vision models

Y Liu, K Zhang, Y Li, Z Yan, C Gao, R Chen… - arxiv preprint arxiv …, 2024 - arxiv.org
Sora is a text-to-video generative AI model, released by OpenAI in February 2024. The
model is trained to generate videos of realistic or imaginative scenes from text instructions …

Mllm-as-a-judge: Assessing multimodal llm-as-a-judge with vision-language benchmark

D Chen, R Chen, S Zhang, Y Liu, Y Wang… - arxiv preprint arxiv …, 2024 - arxiv.org
Multimodal Large Language Models (MLLMs) have gained significant attention recently,
showing remarkable potential in artificial general intelligence. However, assessing the utility …

Artificial general intelligence for medical imaging analysis

X Li, L Zhao, L Zhang, Z Wu, Z Liu… - IEEE Reviews in …, 2024 - ieeexplore.ieee.org
Large-scale Artificial General Intelligence (AGI) models, including Large Language Models
(LLMs) such as ChatGPT/GPT-4, have achieved unprecedented success in a variety of …

Fairness in large language models: A taxonomic survey

Z Chu, Z Wang, W Zhang - ACM SIGKDD explorations newsletter, 2024 - dl.acm.org
Large Language Models (LLMs) have demonstrated remarkable success across various
domains. However, despite their promising performance in numerous real-world …