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Security and privacy challenges of large language models: A survey
Large language models (LLMs) have demonstrated extraordinary capabilities and
contributed to multiple fields, such as generating and summarizing text, language …
contributed to multiple fields, such as generating and summarizing text, language …
[PDF][PDF] Large language models: a comprehensive survey of its applications, challenges, limitations, and future prospects
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 …
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …
Can llm-generated misinformation be detected?
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 …
the potential that LLMs such as ChatGPT can be exploited to generate misinformation has …
Combating misinformation in the age of llms: Opportunities and challenges
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 …
and public trust. The emergence of large language models (LLMs) has great potential to …
Auggpt: Leveraging chatgpt for text data augmentation
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 …
sample sizes in many natural language processing (NLP) tasks. This challenge is especially …
Jailbreakbench: An open robustness benchmark for jailbreaking large language models
Jailbreak attacks cause large language models (LLMs) to generate harmful, unethical, or
otherwise objectionable content. Evaluating these attacks presents a number of challenges …
otherwise objectionable content. Evaluating these attacks presents a number of challenges …
Black-box access is insufficient for rigorous ai audits
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 …
governance. The effectiveness of an audit, however, depends on the degree of access …
Revolutionizing finance with llms: An overview of applications and insights
In recent years, Large Language Models (LLMs) like ChatGPT have seen considerable
advancements and have been applied in diverse fields. Built on the Transformer …
advancements and have been applied in diverse fields. Built on the Transformer …
[HTML][HTML] Empowering biomedical discovery with AI agents
We envision" AI scientists" as systems capable of skeptical learning and reasoning that
empower biomedical research through collaborative agents that integrate AI models and …
empower biomedical research through collaborative agents that integrate AI models and …
Mllm-as-a-judge: Assessing multimodal llm-as-a-judge with vision-language benchmark
Multimodal Large Language Models (MLLMs) have gained significant attention recently,
showing remarkable potential in artificial general intelligence. However, assessing the utility …
showing remarkable potential in artificial general intelligence. However, assessing the utility …