Cross-SEAN: A Cross-Stitch Semi-Supervised Neural Attention Model for COVID-19 Fake News Detection
作者： Shubhashis Sengupta , Tanmoy Chakraborty , William Scott Paka , Abhay Kaushik , Rachit Bansal
DOI: 10.1016/J.ASOC.2021.107393
关键词:
摘要: As the COVID-19 pandemic sweeps across the world, it has been accompanied by a tsunami of fake news and misinformation on social media. At the time when reliable information is …
arxiv.org
sci-hub.st 参考文章(67)
Joseph N. Cappella, Kathleen Hall Jamieson, Echo Chamber: Rush Limbaugh and the Conservative Media Establishment ,(2008)
Carlos Castillo, Aditi Gupta, Ponnurangam Kumaraguru, Patrick Meier, TweetCred: Real-Time Credibility Assessment of Content on Twitter arXiv: Cryptography and Security. ,(2014)
Samuel R. Bowman, Gabor Angeli, Christopher Potts, Christopher D. Manning, A large annotated corpus for learning natural language inference empirical methods in natural language processing. pp. 632- 642 ,(2015) , 10.18653/V1/D15-1075
Sarita Yardi, d. boyd, None, Dynamic Debates: An Analysis of Group Polarization Over Time on Twitter Bulletin of Science, Technology & Society. ,vol. 30, pp. 316- 327 ,(2010) , 10.1177/0270467610380011
Carlos Castillo, Marcelo Mendoza, Barbara Poblete, Information credibility on twitter Proceedings of the 20th international conference on World wide web - WWW '11. pp. 675- 684 ,(2011) , 10.1145/1963405.1963500
Kamal Nigam, Andrew Kachites McCallum, Sebastian Thrun, Tom Mitchell, Text Classification from Labeled and Unlabeled Documents using EM Machine Learning. ,vol. 39, pp. 103- 134 ,(2000) , 10.1023/A:1007692713085
Vahed Qazvinian, Dragomir R. Radev, Emily Rosengren, Qiaozhu Mei, Rumor has it: Identifying Misinformation in Microblogs empirical methods in natural language processing. pp. 1589- 1599 ,(2011)
Erik Cambria, Dipankar Das, Sivaji Bandyopadhyay, Antonio Feraco, Affective Computing and Sentiment Analysis IEEE Intelligent Systems. ,vol. 31, pp. 102- 107 ,(2016) , 10.1109/MIS.2016.31
Zichao Yang, Diyi Yang, Chris Dyer, Xiaodong He, Alex Smola, Eduard Hovy, Hierarchical Attention Networks for Document Classification north american chapter of the association for computational linguistics. pp. 1480- 1489 ,(2016) , 10.18653/V1/N16-1174
Victoria Rubin, Niall Conroy, Yimin Chen, Sarah Cornwell, Fake News or Truth? Using Satirical Cues to Detect Potentially Misleading News. Proceedings of the Second Workshop on Computational Approaches to Deception Detection. pp. 7- 17 ,(2016) , 10.18653/V1/W16-0802