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 …
Trustllm: Trustworthiness in large language models
Large language models (LLMs), exemplified by ChatGPT, have gained considerable
attention for their excellent natural language processing capabilities. Nonetheless, these …
attention for their excellent natural language processing capabilities. Nonetheless, these …
Mgtbench: Benchmarking machine-generated text detection
Nowadays, powerful large language models (LLMs) such as ChatGPT have demonstrated
revolutionary power in a variety of natural language processing (NLP) tasks such as text …
revolutionary power in a variety of natural language processing (NLP) tasks such as text …
[HTML][HTML] Position: TrustLLM: Trustworthiness in large language models
Large language models (LLMs) have gained considerable attention for their excellent
natural language processing capabilities. Nonetheless, these LLMs present many …
natural language processing capabilities. Nonetheless, these LLMs present many …
Fast-detectgpt: Efficient zero-shot detection of machine-generated text via conditional probability curvature
Large language models (LLMs) have shown the ability to produce fluent and cogent content,
presenting both productivity opportunities and societal risks. To build trustworthy AI systems …
presenting both productivity opportunities and societal risks. To build trustworthy AI systems …
A Survey of Confidence Estimation and Calibration in Large Language Models
Large language models (LLMs) have demonstrated remarkable capabilities across a wide
range of tasks in various domains. Despite their impressive performance, they can be …
range of tasks in various domains. Despite their impressive performance, they can be …
A survey on llm-gernerated text detection: Necessity, methods, and future directions
The powerful ability to understand, follow, and generate complex language emerging from
large language models (LLMs) makes LLM-generated text flood many areas of our daily …
large language models (LLMs) makes LLM-generated text flood many areas of our daily …
A survey on detection of llms-generated content
The burgeoning capabilities of advanced large language models (LLMs) such as ChatGPT
have led to an increase in synthetic content generation with implications across a variety of …
have led to an increase in synthetic content generation with implications across a variety of …
Semstamp: A semantic watermark with paraphrastic robustness for text generation
Existing watermarking algorithms are vulnerable to paraphrase attacks because of their
token-level design. To address this issue, we propose SemStamp, a robust sentence-level …
token-level design. To address this issue, we propose SemStamp, a robust sentence-level …
Detecting multimedia generated by large ai models: A survey
The rapid advancement of Large AI Models (LAIMs), particularly diffusion models and large
language models, has marked a new era where AI-generated multimedia is increasingly …
language models, has marked a new era where AI-generated multimedia is increasingly …