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Misinformation such as fake news is one of the big challenges of our society.
Bidirectional lstm networks for improved phoneme classification and recognition
Alex Graves, Santiago Fernández, and Jürgen Schmidhuber. 2005 · 2005
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Creating subjective and objective sentence classifiers from unannotated texts
Janyce Wiebe and Ellen Riloff. 2005 · 2005
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Truth discovery with multiple conflicting information providers on the web
Xiaoxin Yin, Jiawei Han, and Philip S. Yu. 2008 · 2008
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Integrating conflicting data: The role of source dependence
Xin Luna Dong, Laure Berti-Equille, and Divesh Srivastava. 2009 · 2009
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Information credibility on twitter
Carlos Castillo, Marcelo Mendoza, and Barbara Poblete. 2011 · 2011
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T-verifier: Verifying truthfulness of fact statements
Xian Li, Weiyi Meng, and Clement Yu. 2011 · 2011
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Sentence subjectivity detection with weakly-supervised learning
Chenghua Lin, Yulan He, and Richard Everson. 2011 · 2011
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Making better informed trust decisions with generalized fact-finding
Jeff Pasternack and Dan Roth. 2011 · 2011
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Rumor has it: Identifying misinformation in microblogs
Vahed Qazvinian, Emily Rosengren, Dragomir R. Radev, and Qiaozhu Mei. 2011 · 2011
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Content-driven trust propagation framework
V.G. Vinod Vydiswaran, ChengXiang Zhai, and Dan Roth. 2011 · 2011
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Using deep linguistic features for finding deceptive opinion spam
Qiongkai Xu and Hai Zhao. 2012 · 2012
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Automatic detection of rumor on sina weibo
Fan Yang, Yang Liu, Xiaohui Yu, and Min Yang. 2012 · 2012
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Faking sandy: Characterizing and identifying fake images on twitter during hurricane sandy
Aditi Gupta, Hemank Lamba, Ponnurangam Kumaraguru, and Anupam Joshi. 2013 · 2013
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Latent credibility analysis
Jeff Pasternack and Dan Roth. 2013 · 2013
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Linguistic models for analyzing and detecting biased language
Marta Recasens, Cristian Danescu-Niculescu-Mizil, and Dan Jurafsky. 2013 · 2013
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Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba. 2014 · 2014
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A confidence-aware approach for truth discovery on long-tail data
Qi Li, Yaliang Li, Jing Gao, Lu Su, Bo Zhao, Murat Demirbas, Wei Fan, and Jiawei Han. 2014 · 2014
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People on drugs: Credibility of user statements in health communities
Subhabrata Mukherjee, Gerhard Weikum, and Cristian Danescu-Niculescu-Mizil. 2014 · 2014
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Language-aware truth assessment of fact candidates
Ndapandula Nakashole and Tom M. Mitchell. 2014 · 2014
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Glove: Global vectors for word representation
A survey on truth discovery
Yaliang Li, Jing Gao, Chuishi Meng, Qi Li, Lu Su, Bo Zhao, Wei Fan, and Jiawei Han. 2016 · 2016
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Detecting rumors from microblogs with recurrent neural networks
Jing Ma, Wei Gao, Prasenjit Mitra, Sejeong Kwon, Bernard J. Jansen, Kam-Fai Wong, and Meeyoung Cha. 2016 · 2016
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Credibility assessment of textual claims on the web
Kashyap Popat, Subhabrata Mukherjee, Jannik Strötgen, and Gerhard Weikum. 2016 · 2016
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Claimeval: Integrated and flexible framework for claim evaluation using credibility of sources
Mehdi Samadi, Partha Talukdar, Manuela Veloso, and Manuel Blum. 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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Jeffrey Pennington, Richard Socher, and Christopher D. Manning. 2014 · 2014
Cited alongside, same era.
Knowledge-based trust: Estimating the trustworthiness of web sources
Xin Luna Dong, Evgeniy Gabrilovich, Kevin Murphy, Van Dang, Wilko Horn, Camillo Lugaresi, Shaohua Sun, and Wei Zhang. 2015 · 2015
Cited alongside, same era.
On the discovery of evolving truth
Yaliang Li, Qi Li, Jing Gao, Lu Su, Bo Zhao, Wei Fan, and Jiawei Han. 2015 · 2015
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Faitcrowd: Fine grained truth discovery for crowdsourced data aggregation
Fenglong Ma, Yaliang Li, Qi Li, Minghui Qiu, Jing Gao, Shi Zhi, Lu Su, Bo Zhao, Heng Ji, and Jiawei Han. 2015 · 2015
Cited alongside, same era.
Leveraging joint interactions for credibility analysis in news communities
Subhabrata Mukherjee and Gerhard Weikum. 2015 · 2015
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Towards universal paraphrastic sentence embeddings
John Wieting, Mohit Bansal, Kevin Gimpel, and Karen Livescu. 2015 · 2015
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Enquiring minds: Early detection of rumors in social media from enquiry posts
Zhe Zhao, Paul Resnick, and Qiaozhu Mei. 2015 · 2015
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Niletmrg at semeval-2017 task 8: Determining rumour and veracity support for rumours on twitter
Omar Enayet and Samhaa R. El-Beltagy. 2017 · 2017
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Truth discovery by claim and source embedding
Shanshan Lyu, Wentao Ouyang, Huawei Shen, and Xueqi Cheng. 2017 · 2017
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Where the truth lies: Explaining the credibility of emerging claims on the web and social media
Kashyap Popat, Subhabrata Mukherjee, Jannik Strötgen, and Gerhard Weikum. 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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Csi: A hybrid deep model for fake news detection
Natali Ruchansky, Sungyong Seo, and Yan Liu. 2017 · 2017
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IITP at semeval-2017 task 8 : A supervised approach for rumour evaluation
Vikram Singh, Sunny Narayan, Md. Shad Akhtar, Asif Ekbal, and Pushpak Bhattacharyya. 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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”liar, liar pants on fire”: A new benchmark dataset for fake news detection
William Yang Wang. 2017 · 2017
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Truth discovery and crowdsourcing aggregation: A unified perspective
Jing Gao, Qi Li, Bo Zhao, Wei Fan, and Jiawei Han. 2015 · 2049
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