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Recent developments in neural language models (LMs) have raised concerns about their potential misuse for automatically spreading misinformation.
Real or fake? learning to discriminate machine from human generated text
Bakhtin, Anton, Sam Gross, Myle Ott, Yuntian Deng, Marc’Aurelio Ranzato, and Arthur Szlam. 2019 · 1906
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von Davier, Matthias. 2019 · 1908
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Huggingface’s transformers: State-of-the-art natural language processing
Wolf, Thomas, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, R’emi Louf, Morgan Funtowicz, and Jamie Brew. 2019 · 1910
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Inference in an authorship problem
Mosteller, Frederick and David L. Wallace. 1963 · 1963
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Towards a description of negatively conditioned subject operator inversion in english
Rudanko, Juhani. 1982 · 1982
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Neural network applications in stylometry: The federalist papers
Tweedie, Fiona J., Shreyan Singh, and David I. Holmes. 1996 · 1996
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Language of lies in prison: linguistic classification of prisoners’ truthful and deceptive natural language
Bond, Gary D. and Adrienne Y. Lee. 2005 · 2005
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Detecting deception using critical segments
Enos, Frank, Elizabeth Shriberg, Martin Graciarena, Julia Hirschberg, and Andreas Stolcke. 2007 · 2007
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Human behavior and deception detection
Frank, Mark G, Melissa A Menasco, and Maureen O’Sullivan. 2008 · 2008
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The dishonesty of honest people: A theory of self-concept maintenance
Mazar, Nina, On Amir, and Dan Ariely. 2008 · 2008
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Stylometric analysis of bloggers’ age and gender
Goswami, Sumit, Sudeshna Sarkar, and Mayur Rustagi. 2009 · 2009
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The lie detector: Explorations in the automatic recognition of deceptive language
Mihalcea, Rada and Carlo Strapparava. 2009 · 2009
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Information credibility on twitter
Castillo, Carlos, Marcelo Mendoza, and Barbara Poblete. 2011 · 2011
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Evaluating truthfulness and detecting deception
Matsumoto, David, Hyi Sung Hwang, Lisa Skinner, and Mark Frank. 2011 · 2011
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Finding deceptive opinion spam by any stretch of the imagination
Ott, Myle, Yejin Choi, Claire Cardie, and Jeffrey T. Hancock. 2011 · 2011
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Detecting hoaxes, frauds, and deception in writing style online
Afroz, Sadia, Michael Brennan, and Rachel Greenstadt. 2012 · 2012
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Adversarial stylometry: Circumventing authorship recognition to preserve privacy and anonymity
Brennan, Michael, Sadia Afroz, and Rachel Greenstadt. 2012 · 2012
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Syntactic stylometry for deception detection
Feng, Song, Ritwik Banerjee, and Yejin Choi. 2012 · 2012
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Doppelgänger finder: Taking stylometry to the underground
Afroz, Sadia, Aylin Caliskan, Ariel Stolerman, Rachel Greenstadt, and Damon McCoy. 2014 · 2014
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Tweetcred: Real-time credibility assessment of content on twitter
Gupta, Aditi, Ponnurangam Kumaraguru, Carlos Castillo, and Patrick Meier. 2014 · 2014
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Language-aware truth assessment of fact candidates
Nakashole, Ndapandula and Tom M. Mitchell. 2014 · 2014
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De-anonymizing programmers via code stylometry
Caliskan-Islam, Aylin, Richard Harang, Andrew Liu, Arvind Narayanan, Clare Voss, Fabian Yamaguchi, and Rachel Greenstadt. 2015 · 2015
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Enquiring minds: Early detection of rumors in social media from enquiry posts
Zhao, Zhe, Paul Resnick, and Qiaozhu Mei. 2015 · 2015
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Surveying stylometry techniques and applications
Neal, Tempestt J., Kalaivani Sundararajan, Aneez Fatima, Yiming Yan, Yingfei Xiang, and Damon L. Woodard. 2017 · 2017
Early detection of fake news on social media through propagation path classification with recurrent and convolutional networks
Liu, Yang and Yi-Fang Wu. 2018 · 2018
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Automatic detection of fake news
Pérez-Rosas, Verónica, Bennett Kleinberg, Alexandra Lefevre, and Rada Mihalcea. 2018 · 2018
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DeClarE: Debunking fake news and false claims using evidence-aware deep learning
Popat, Kashyap, Subhabrata Mukherjee, Andrew Yates, and Gerhard Weikum. 2018 · 2018
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A stylometric inquiry into hyperpartisan and fake news
Potthast, Martin, Johannes Kiesel, Kevin Reinartz, Janek Bevendorff, and Benno Stein. 2018 · 2018
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The fact extraction and verification (fever) shared task
Thorne, James, Andreas Vlachos, Oana Cocarascu, Christos Christodoulopoulos, and Arpit Mittal. 2018 · 2018
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Deception detection in news reports in the Russian language: Lexics and discourse
Pisarevskaya, Dina. 2017 · 2017
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Truth of varying shades: Analyzing language in fake news and political fact-checking
Rashkin, Hannah, Eunsol Choi, Jin Yea Jang, Svitlana Volkova, and Yejin Choi. 2017 · 2017
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Continuous n-gram representations for authorship attribution
Sari, Yunita, Andreas Vlachos, and Mark Stevenson. 2017 · 2017
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Fake news detection on social media: A data mining perspective
Shu, Kai, Amy Sliva, Suhang Wang, Jiliang Tang, and Huan Liu. 2017 · 2017
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All the news dataset
Thompson, Andrew. 2017 · 2017
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NewsQA: A machine comprehension dataset
Trischler, Adam, Tong Wang, Xingdi Yuan, Justin Harris, Alessandro Sordoni, Philip Bachman, and Kaheer Suleman. 2017 · 2017
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Tschiatschek, Sebastian, Adish Singla, Manuel Gomez Rodriguez, Arpit Merchant, and Andreas Krause. 2018 · 2018
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The spread of true and false news online
Vosoughi, Soroush, Deb Roy, and Sinan Aral. 2018 · 2018
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Fake news: A survey of research, detection methods, and opportunities
Zhou, Xinyi and Reza Zafarani. 2018 · 2018
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Automatic iq estimation using stylometric methods
Abramov, Polina Shafran and Roman V Yampolskiy. 2019 · 2019
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MultiFC: A real-world multi-domain dataset for evidence-based fact checking of claims
Augenstein, Isabelle, Christina Lioma, Dongsheng Wang, Lucas Chaves Lima, Casper Hansen, Christian Hansen, and Jakob Grue Simonsen. 2019 · 2019
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The fake nazi death camp: Wikipedia’s longest hoax, exposed
Benjakob, Omer. 2019 · 2019
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The language of legal and illegal activity on the Darknet
Choshen, Leshem, Dan Eldad, Daniel Hershcovich, Elior Sulem, and Omri Abend. 2019 · 2019
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GLTR: Statistical detection and visualization of generated text
Gehrmann, Sebastian, Hendrik Strobelt, and Alexander Rush. 2019 · 2019
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I, language robot
House, Patrick. 2019 · 2019
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Language models are unsupervised multitask learners
Radford, Alec, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever. 2019 · 2019
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Towards debiasing fact verification models
Schuster, Tal, Darsh Shah, Yun Jie Serene Yeo, Daniel Roberto Filizzola Ortiz, Enrico Santus, and Regina Barzilay. 2019 · 2019
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Evaluating adversarial attacks against multiple fact verification systems
Thorne, James, Andreas Vlachos, Christos Christodoulopoulos, and Arpit Mittal. 2019 · 2019
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Defending against neural fake news
Zellers, Rowan, Ari Holtzman, Hannah Rashkin, Yonatan Bisk, Ali Farhadi, Franziska Roesner, and Yejin Choi. 2019 · 2019
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