189 citations · 296 across the 11 of their papers we have counts for
4 papers · 1 filter
Customized large language models can outperform Community Notes in correcting misinformation
Xinyi Zhou, Ashish Sharma, Amy X. Zhang +1
Addressing misinformation in real-world settings is challenging: content is often multimodal; factuality judgments are nuanced and context-dependent; new events emerge rapidly acro…
Linguistic-style-aware Neural Networks for Fake News Detection
Xinyi Zhou, Jiayu Li, Qinzhou Li +1
We propose the hierarchical recursive neural network (HERO) to predict fake news by learning its linguistic style, which is distinguishable from the truth, as psychological theorie…
Credibility-based Fake News Detection
Niraj Sitaula, Chilukuri K. Mohan, Jennifer Grygiel +2
Fake news can significantly misinform people who often rely on online sources and social media for their information. Current research on fake news detection has mostly focused on…
Fake News Early Detection: An Interdisciplinary Study
Xinyi Zhou, Atishay Jain, Vir V. Phoha +1
Massive dissemination of fake news and its potential to erode democracy has increased the demand for accurate fake news detection. Recent advancements in this area have proposed no…