Fetching the paper…
Reading the bibliography…
Fake news detection is a very prominent and essential task in the field of journalism.
XLNet: Generalized Autoregressive Pretraining for Language Understanding
Zhilin Yang, Zihang Dai, Yiming Yang, Jaime Carbonell, Ruslan Salakhutdinov, and Quoc V Le. 2019 · 1906
Earlier work this paper cites.
Dropout: a Simple Way to Prevent Neural Networks from Overfitting
Nitish Srivastava, Geoffrey Hinton, Alex Krizhevsky, Ilya Sutskever, and Ruslan Salakhutdinov. 2014 · 1958
Earlier work this paper cites.
Multi-Category Classification by Soft-max Combination of Binary Classifiers
Kaibo Duan, S. Sathiya Keerthi, Wei Chu, Shirish Krishnaj Shevade, and Aun Neow Poo. 2003 · 2003
Earlier work this paper cites.
Deep Sparse Rectifier Neural Networks
Xavier Glorot, Antoine Bordes, and Yoshua Bengio. 2011 · 2011
Earlier work this paper cites.
Distributed Representations of Words and Phrases and their Compositionality
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean. 2013 · 2013
Earlier work this paper cites.
Learning phrase representations using RNN encoder-decoder for statistical machine translation
Kyunghyun Cho, Bart van Merrienboer, Çaglar Gülçehre, Fethi Bougares, Holger Schwenk, and Yoshua Bengio. 2014 · 2014
Earlier work this paper cites.
Adam: A Method for Stochastic Optimization
Diederik P Kingma and Jimmy Ba. 2014 · 2014
Earlier work this paper cites.
Glove: Global Vectors for Word Representation
Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014 · 2014
Earlier work this paper cites.
Neural Machine Translation by Jointly Learning to Align and Translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2015 · 2015
Earlier work this paper cites.
News in an Online World: The Need for an “automatic crap detector”
Yimin Chen, Niall J Conroy, and Victoria L Rubin. 2015 · 2015
Earlier work this paper cites.
Automatic Deception Detection: Methods for Finding Fake News
Niall J Conroy, Victoria L Rubin, and Yimin Chen. 2015 · 2015
Cited alongside, same era.
Deception Detection for News: Three Types of Fakes
Victoria L. Rubin, Yimin Chen, and Niall J. Conroy. 2015 · 2015
Cited alongside, same era.
Emergent: a Novel Data-set for Stance Classification
William Ferreira and Andreas Vlachos. 2016 · 2016
Cited alongside, same era.
News use Across Social Media Platforms 2016
Gottfried Jeffrey and Shearer Elisa. 2016 · 2016
Cited alongside, same era.
Credibility Assessment of Textual Claims on the Web
Kashyap Popat, Subhabrata Mukherjee, Jannik Strötgen, and Gerhard Weikum. 2016 · 2016
Cited alongside, same era.
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.
Combining Fact Extraction and Verification with Neural Semantic Matching Networks
Yixin Nie, Haonan Chen, and Mohit Bansal. 2018 · 2018
Later among the works it cites.
Automatic Detection of Fake News
Verónica Pérez-Rosas, Bennett Kleinberg, Alexandra Lefevre, and Rada Mihalcea. 2018 · 2018
Later among the works it cites.
Deep Contextualized Word Representations
Matthew Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer. 2018 · 2018
Later among the works it cites.
A Stylometric Inquiry into Hyperpartisan and Fake News
Martin Potthast, Johannes Kiesel, Kevin Reinartz, Janek Bevendorff, and Benno Stein. 2018 · 2018
Later among the works it cites.
FEVER: a Large-Scale Dataset for Fact Extraction and Verification
James Thorne, Andreas Vlachos, Christos Christodoulopoulos, and Arpit Mittal. 2018 · 2018
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Hierarchical attention networks for document classification
Zichao Yang, Diyi Yang, Chris Dyer, Xiaodong He, Alex Smola, and Eduard Hovy. 2016 · 2016
Cited alongside, same era.
Enriching Word Vectors with Subword Information
Piotr Bojanowski, Edouard Grave, Armand Joulin, and Tomas Mikolov. 2017 · 2017
Cited alongside, same era.
“liar, liar pants on fire”: A new benchmark dataset for fake news detection
William Yang Wang. 2017 · 2017
Cited alongside, same era.
A Retrospective Analysis of the Fake News Challenge Stance-Detection Task
Andreas Hanselowski, Avinesh PVS, Benjamin Schiller, Felix Caspelherr, Debanjan Chaudhuri, Christian M. Meyer, and Iryna Gurevych. 2018 · 2018
Cited alongside, same era.
Wenpeng Yin and Dan Roth. 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
Later among the works it cites.
Combining fact extraction and verification with neural semantic matching networks
Yixin Nie, Haonan Chen, and Mohit Bansal. 2019 · 2019
Later among the works it cites.
A Novel Approach Towards Fake News Detection: Deep Learning Augmented with Textual Entailment Features
Tanik Saikh, Amit Anand, Asif Ekbal, and Pushpak Bhattacharyya. 2019 · 2019
Later among the works it cites.
Show, attend and tell: Neural Image Caption Generation with Visual Attention
Kelvin Xu, Jimmy Ba, Ryan Kiros, Kyunghyun Cho, Aaron Courville, Ruslan Salakhudinov, Rich Zemel, and Yoshua Bengio. 2015 · 2057
Closest in time.