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Empowering News Recommendation with Pre-trained Language Models [PDF]
arXiv, 2021 Personalized news recommendation is an essential technique for online news services. News articles usually contain rich textual content, and accurate news modeling is important for personalized news recommendation. Existing news recommendation methods mainly model news texts based on traditional text modeling methods, which is not optimal for mining ...
arxiv
EANN: Event Adversarial Neural Networks for Multi-Modal Fake News Detection
Knowledge Discovery and Data Mining, 2018 As news reading on social media becomes more and more popular, fake news becomes a major issue concerning the public and government. The fake news can take advantage of multimedia content to mislead readers and get dissemination, which can cause negative
Yaqing Wang +7 more
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ACM Computing Surveys, 2020 The explosive growth in fake news and its erosion to democracy, justice, and public trust has increased the demand for fake news detection and intervention.
Xinyi Zhou
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CSI: A Hybrid Deep Model for Fake News Detection [PDF]
International Conference on Information and Knowledge Management, 2017 The topic of fake news has drawn attention both from the public and the academic communities. Such misinformation has the potential of affecting public opinion, providing an opportunity for malicious parties to manipulate the outcomes of public events ...
Natali Ruchansky, Sungyong Seo, Yan Liu
semanticscholar +1 more source
Review of Economic Perspectives, 2021 A disparity exists between mainstream perception and reality with regard to American economic history. There is widespread belief among the public, media, and even some scholars that the U.S.
Taylor Travis K., Montera Amanda
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Bad News Travels Slowly: Size, Analyst Coverage and the Profitability of Momentum Strategies
, 1998 Various theories have been proposed to explain momentum in stock returns. We test the gradual-information-diffusion model of Hong and Stein ~1999! and establish three key results.
Harrison G. Hong, Terence Lim, J. Stein
semanticscholar +1 more source
Global Sustainability and Structural Power: The Case of Bioeconomy in a Transitional World
Управленческое консультирование, 2022 This article studies the incidence of the bioeconomic agenda within the ongoing technological and scientific revolution and its link with inter-regional relations, in the framework of an international system in transition.
Santiago Caetano
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GroupLens: applying collaborative filtering to Usenet news
CACM, 1997 newsgroups carry a wide enough spread of messages to make most individuals consider Usenet news to be a high noise information resource. Furthermore, each user values a different set of messages.
J. Konstan +5 more
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Less than you think: Prevalence and predictors of fake news dissemination on Facebook
Science Advances, 2019 Fake news sharing in 2016 was rare but significantly more common among older Americans. So-called “fake news” has renewed concerns about the prevalence and effects of misinformation in political campaigns. Given the potential for widespread dissemination
A. Guess +2 more
semanticscholar +1 more source