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In this paper, we introduce UnifiedM2, a general-purpose misinformation model that jointly models multiple domains of misinformation with a single, unified setup.
Roberta: A robustly optimized bert pretraining approach
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Fighting the COVID-19 infodemic in social media: A holistic perspective and a call to arms
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The benefit of multitask representation learning
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Fake news or truth? using satirical cues to detect potentially misleading news
Victoria Rubin, Niall Conroy, Yimin Chen, and Sarah Cornwell. 2016 · 2016
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Analysing how people orient to and spread rumours in social media by looking at conversational threads
Arkaitz Zubiaga, Maria Liakata, Rob Procter, Geraldine Wong Sak Hoi, and Peter Tolmie. 2016 · 2016
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Semeval-2017 task 8: Rumoureval: Determining rumour veracity and support for rumours
Leon Derczynski, Kalina Bontcheva, Maria Liakata, Rob Procter, Geraldine Wong Sak Hoi, and Arkaitz Zubiaga. 2017 · 2017
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Fake news detection through multi-perspective speaker profiles
Yunfei Long, Qin Lu, Rong Xiang, Minglei Li, and Chu-Ren Huang. 2017 · 2017
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Truth of varying shades: Analyzing language in fake news and political fact-checking
Hannah Rashkin, Eunsol Choi, Jin Yea Jang, Svitlana Volkova, and Yejin Choi. 2017 · 2017
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An overview of multi-task learning in deep neural networks
Sebastian Ruder. 2017 · 2017
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Separating facts from fiction: Linguistic models to classify suspicious and trusted news posts on twitter
Svitlana Volkova, Kyle Shaffer, Jin Yea Jang, and Nathan Hodas. 2017 · 2017
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A stylometric inquiry into hyperpartisan and fake news
Martin Potthast, Johannes Kiesel, Kevin Reinartz, Janek Bevendorff, and Benno Stein. 2018 · 2018
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Fever: a large-scale dataset for fact extraction and verification
James Thorne, Andreas Vlachos, Christos Christodoulopoulos, and Arpit Mittal. 2018 · 2018
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The spread of true and false news online
Soroush Vosoughi, Deb Roy, and Sinan Aral. 2018 · 2018
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Fine-grained analysis of propaganda in news article
Giovanni Da San Martino, Seunghak Yu, Alberto Barrón-Cedeno, Rostislav Petrov, and Preslav Nakov. 2019 · 2019
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In plain sight: Media bias through the lens of factual reporting
Lisa Fan, Marshall White, Eva Sharma, Ruisi Su, Prafulla Kumar Choubey, Ruihong Huang, and Lu Wang. 2019 · 2019
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Rumor detection by exploiting user credibility information, attention and multi-task learning
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“Liar, Liar Pants on Fire”: A new benchmark dataset for fake news detection
William Yang Wang. 2017 · 2017
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A survey on multi-task learning
Yu Zhang and Qiang Yang. 2017 · 2017
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Exploiting a speaker’s credibility to detect fake news
Angelika Kirilin and Micheal Strube. 2018 · 2018
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All-in-one: Multi-task learning for rumour verification
Elena Kochkina, Maria Liakata, and Arkaitz Zubiaga. 2018 · 2018
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How much data do we create every day? the mind-blowing stats everyone should read
Bernard Marr. 2018 · 2018
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Using neural network for identifying clickbaits in online news media
Amin Omidvar, Hui Jiang, and Aijun An. 2018 · 2018
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Declare: Debunking fake news and false claims using evidence-aware deep learning
Kashyap Popat, Subhabrata Mukherjee, Andrew Yates, and Gerhard Weikum. 2018 · 2018
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Quanzhi Li, Qiong Zhang, and Luo Si. 2019 · 2019
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Combining fact extraction and verification with neural semantic matching networks
Yixin Nie, Haonan Chen, and Mohit Bansal. 2019 · 2019
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Beyond news contents: The role of social context for fake news detection
Kai Shu, Suhang Wang, and Huan Liu. 2019 · 2019
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Different absorption from the same sharing: Sifted multi-task learning for fake news detection
Lianwei Wu, Yuan Rao, Haolin Jin, Ambreen Nazir, and Ling Sun. 2019 · 2019
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Combatting covid-19 misinformation
Laura Joszt. 2020 · 2020
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Coronavirus goes viral: quantifying the covid-19 misinformation epidemic on twitter
Ramez Kouzy, Joseph Abi Jaoude, Afif Kraitem, Molly B El Alam, Basil Karam, Elio Adib, Jabra Zarka, Cindy Traboulsi, Elie W Akl, and Khalil Baddour. 2020 · 2020
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Coupled hierarchical transformer for stance-aware rumor verification in social media conversations
Jianfei Yu, Jing Jiang, Ling Min Serena Khoo, Hai Leong Chieu, and Rui Xia. 2020 · 2020
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