Web20 apr. 2024 · Fake news detection aims to train a model on the past news and detect fake news of the future. Though great efforts have been made, existing fake news detection methods... Webwe first design a benchmark of fake news dataset for MFND with domain label annotated, namely Weibo21, which consists of 4,488 fake news and 4,640 real news from 9 different domains. We further propose an effectiveMulti-domain Fake News Detection Model (MDFEND) by utilizing a domain gate to aggregate multiple rep-
MDFEND: Multi-domain Fake News Detection – arXiv Vanity
WebKDD-2024 Multimodal Emergent Fake News Detection via Meta Neural Process Networks Significant challenges are posed for existing detection approaches to detect fake news on emergent events, where large-scale labeled datasets are difficult to obtain. Web4 jan. 2024 · Facing the challenge of serious domain shift, existing fake news detection techniques perform poorly for multi-domain scenarios. Therefore, it is demanding to design a specialized model for MFND. In this paper, we first design a benchmark of fake news dataset for MFND with domain label annotated, namely Weibo21, which consists of … high court queen\\u0027s bench
Overview of the proposed framework MDFEND. - ResearchGate
Web8 mei 2024 · An effective Multi-domain Fake News Detection Model (MDFEND) is proposed by utilizing domain gate to aggregate multiple representations extracted by a mixture of experts and experiments show that MDFEND can significantly improve the performance of multi-domain fake news detection. 19 Highly Influential PDF Web9 dec. 2024 · In this paper, we propose an effective Deep Multi-domain Multimodal Fake News Detection model for Vietnamese, v3MFND for short. Extensive experiments on a real-life dataset reveal that v3MFND ... Web2000 - 2024. Available for Download. 42. Average Downloads per Article. 472. Downloads (6 weeks) 221. Downloads (12 months) 1,739. Downloads (cumulative) 19,818. ... Author’s Latest Publications. short-paper. Open Access. MDFEND: Multi-domain Fake News Detection. Qiong Nan. Key Lab of Intelligent Information Processing of Chinese … how fast can bearded dragons run