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The rising growth of fake news and misleading information through online media outlets demands an automatic method for detecting such news articles.
Teaching and learning with humor: Experiment and replication
Avner Ziv. 1988 · 1988
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Satirical news detection and analysis using attention mechanism and linguistic features
Fan Yang, Arjun Mukherjee, and Eduard Dragut. 2017 · 1989
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Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber. 1997 · 1997
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On the discourse of satire: Towards a stylistic model of satirical humour , volume 2
Paul Simpson. 2003 · 2003
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Automatic satire detection: Are you having a laugh?
Clint Burfoot and Timothy Baldwin. 2009 · 2009
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On the difficulty of training recurrent neural networks
Razvan Pascanu, Tomas Mikolov, and Yoshua Bengio. 2013 · 2013
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Convolutional neural networks for sentence classification
Yoon Kim. 2014 · 2014
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Accelerating t-sne using tree-based algorithms
Laurens Van Der Maaten. 2014 · 2014
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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
Cited alongside, same era.
This just in: fake news packs a lot in title, uses simpler, repetitive content in text body, more similar to satire than real news
Benjamin D Horne and Sibel Adali. 2017 · 2017
Cited alongside, same era.
Semi-supervised classification with graph convolutional networks
Thomas N. Kipf and Max Welling. 2017 · 2017
Cited alongside, same era.
Truth of varying shades: Analyzing language in fake news and political fact-checking
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017 · 2017
Later among the works it cites.
Attending sentences to detect satirical fake news
Sohan De Sarkar, Fan Yang, and Arjun Mukherjee. 2018 · 2018
Later among the works it cites.
Graph attention networks
Petar Veličković, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Liò, and Yoshua Bengio. 2018 · 2018
Later among the works it cites.
BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Closest in time.
Adversarial training for satire detection: Controlling for confounding variables
Robert McHardy, Heike Adel, and Roman Klinger. 2019 · 2019
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Hannah Rashkin, Eunsol Choi, Jin Yea Jang, Svitlana Volkova, and Yejin Choi. 2017 · 2017
Cited alongside, same era.