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 …

A survey on data augmentation in large model era

Y Zhou, C Guo, X Wang, Y Chang, Y Wu - arXiv preprint arXiv:2401.15422, 2024 - arxiv.org
Large models, encompassing large language and diffusion models, have shown
exceptional promise in approximating human-level intelligence, garnering significant …

TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings

Z Horvitz, A Patel, K Singh, C Callison-Burch… - arXiv preprint arXiv …, 2024 - arxiv.org
The goal of text style transfer is to transform the style of texts while preserving their original
meaning, often with only a few examples of the target style. Existing style transfer methods …