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 …

Revolutionizing finance with llms: An overview of applications and insights

H Zhao, Z Liu, Z Wu, Y Li, T Yang, P Shu, S Xu… - arXiv preprint arXiv …, 2024 - arxiv.org
In recent years, Large Language Models (LLMs) like ChatGPT have seen considerable
advancements and have been applied in diverse fields. Built on the Transformer …

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 …

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 …

Black-box access is insufficient for rigorous ai audits

S Casper, C Ezell, C Siegmann, N Kolt… - The 2024 ACM …, 2024 - dl.acm.org
External audits of AI systems are increasingly recognized as a key mechanism for AI
governance. The effectiveness of an audit, however, depends on the degree of access …

Jailbreakbench: An open robustness benchmark for jailbreaking large language models

P Chao, E Debenedetti, A Robey… - arXiv preprint arXiv …, 2024 - arxiv.org
Jailbreak attacks cause large language models (LLMs) to generate harmful, unethical, or
otherwise objectionable content. Evaluating these attacks presents a number of challenges …

Security and privacy challenges of large language models: A survey

BC Das, MH Amini, Y Wu - arXiv preprint arXiv:2402.00888, 2024 - arxiv.org
Large Language Models (LLMs) have demonstrated extraordinary capabilities and
contributed to multiple fields, such as generating and summarizing text, language …

Privacyasst: Safeguarding user privacy in tool-using large language model agents

X Zhang, H Xu, Z Ba, Z Wang, Y Hong… - … on Dependable and …, 2024 - ieeexplore.ieee.org
Swift advancements in large language model (LLM) technologies lead to widespread
research and applications, particularly in integrating LLMs with auxiliary tools, known as tool …

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 …

From matching to generation: A survey on generative information retrieval

X Li, J Jin, Y Zhou, Y Zhang, P Zhang, Y Zhu… - arXiv preprint arXiv …, 2024 - arxiv.org
Information Retrieval (IR) systems are crucial tools for users to access information, widely
applied in scenarios like search engines, question answering, and recommendation …