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Automatic fake news detection is a challenging problem in deception detection, and it has tremendous real-world political and social impacts.
Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber. 1997 · 1997
Earlier work this paper cites.
On the algorithmic implementation of multiclass kernel-based vector machines
Koby Crammer and Yoram Singer. 2001 · 2001
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Framewise phoneme classification with bidirectional lstm and other neural network architectures
Alex Graves and Jürgen Schmidhuber. 2005 · 2005
Earlier work this paper cites.
The lie detector: Explorations in the automatic recognition of deceptive language
Rada Mihalcea and Carlo Strapparava. 2009 · 2009
Earlier work this paper cites.
Natural language processing (almost) from scratch
Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa. 2011 · 2011
Earlier work this paper cites.
Finding deceptive opinion spam by any stretch of the imagination
Myle Ott, Yejin Choi, Claire Cardie, and Jeffrey T Hancock. 2011 · 2011
Earlier work this paper cites.
Syntactic stylometry for deception detection
Song Feng, Ritwik Banerjee, and Yejin Choi. 2012 · 2012
Cited alongside, same era.
Efficient estimation of word representations in vector space
Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013 · 2013
Cited alongside, same era.
Convolutional neural networks for sentence classification
Yoon Kim. 2014 · 2014
Cited alongside, same era.
Fact checking: Task definition and dataset construction
Andreas Vlachos and Sebastian Riedel. 2014 · 2014
Cited alongside, same era.
Experiments in open domain deception detection
Verónica Pérez-Rosas and Rada Mihalcea. 2015 · 2015
Cited alongside, same era.
That’s so annoying!!!: A lexical and frame-semantic embedding based data augmentation approach to automatic categorization of annoying behaviors using #petpeeve tweets
William Yang Wang and Diyi Yang. 2015 · 2015
Later among the works it cites.
Character-level convolutional networks for text classification
Xiang Zhang, Junbo Zhao, and Yann LeCun. 2015 · 2015
Later among the works it cites.
Emergent: a novel data-set for stance classification
William Ferreira and Andreas Vlachos. 2016 · 2016
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Deceptive review spam detection via exploiting task relatedness and unlabeled data
Zhen Hai, Peilin Zhao, Peng Cheng, Peng Yang, Xiao-Li Li, Guangxia Li, and Ant Financial. 2016 · 2016
Later among the works it cites.
In washington pizzeria attack, fake news brought real guns
Cecilia Kang and Adam Goldman. 2016 · 2016
Later among the works it cites.
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