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A Multi-Policy Framework for Deep Learning-Based Fake News Detection. (arXiv:2206.11866v1 [cs.CL])
June 24, 2022, 1:20 a.m. | João Vitorino, Tiago Dias, Tiago Fonseca, Nuno Oliveira, Isabel Praça
cs.CR updates on arXiv.org arxiv.org
Connectivity plays an ever-increasing role in modern society, with people all
around the world having easy access to rapidly disseminated information.
However, a more interconnected society enables the spread of intentionally
false information. To mitigate the negative impacts of fake news, it is
essential to improve detection methodologies. This work introduces Multi-Policy
Statement Checker (MPSC), a framework that automates fake news detection by
using deep learning techniques to analyze a statement itself and its related
news articles, predicting whether it …
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