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The reporting and the analysis of current events around the globe has expanded from professional, editor-lead journalism all the way to citizen journalism.
Information credibility on Twitter
Carlos Castillo, Marcelo Mendoza, and Barbara Poblete · 2011
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Overview of INEX 2013
Patrice Bellot, Antoine Doucet, Shlomo Geva, Sairam Gurajada, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Arunav Mishra, Véronique Moriceau, Josiane Mothe, Michael Preminger, Eric Sanjuan, Ralf Schenkel, Xavier Tannier, Martin Theobald, Matthew Trappett, and Qiuyue Wang · 2013
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Fact checking: Task definition and dataset construction
Andreas Vlachos and Sebastian Riedel · 2014
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A Bayesian approach for predicting the popularity of tweets
Tauhid Zaman, Emily B. Fox, and Eric T. Bradlow · 2014
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Detecting check-worthy factual claims in presidential debates
Naeemul Hassan, Chengkai Li, and Mark Tremayne · 2015
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A Survey on Truth Discovery
Yaliang Li, Jing Gao, Chuishi Meng, Qi Li, Lu Su, Bo Zhao, Wei Fan, and Jiawei Han · 2016
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Credibility assessment of textual claims on the web
Kashyap Popat, Subhabrata Mukherjee, Jannik Strötgen, and Gerhard Weikum · 2016
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A context-aware approach for detecting worth-checking claims in political debates
Pepa Gencheva, Preslav Nakov, Lluís Màrquez, Alberto Barrón-Cedeño, and Ivan Koychev · 2017
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Toward automated fact-checking: Detecting check-worthy factual claims by ClaimBuster
Naeemul Hassan, Fatma Arslan, Chengkai Li, and Mark Tremayne · 2017
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Fully automated fact checking using external sources
Georgi Karadzhov, Preslav Nakov, Lluís Màrquez, Alberto Barrón-Cedeño, and Ivan Koychev · 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
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Fake news detection on social media: A data mining perspective
Kai Shu, Amy Sliva, Suhang Wang, Jiliang Tang, and Huan Liu · 2017
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UKP-Athene: Multi-sentence textual entailment for claim verification
Andreas Hanselowski, Hao Zhang, Zile Li, Daniil Sorokin, Benjamin Schiller, Claudia Schulz, and Iryna Gurevych · 2018
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ClaimRank: Detecting check-worthy claims in Arabic and English
Israa Jaradat, Pepa Gencheva, Alberto Barrón-Cedeño, Lluís Màrquez, and Preslav Nakov · 2018
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The science of fake news
David M.J. Lazer, Matthew A. Baum, Yochai Benkler, Adam J. Berinsky, Kelly M. Greenhill, Filippo Menczer, Miriam J. Metzger, Brendan Nyhan, Gordon Pennycook, David Rothschild, Michael Schudson, Steven A. Sloman, Cass R. Sunstein, Emily A. Thorson, Duncan J. Watts, and Jonathan L. Zittrain · 2018
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Team Papelo: Transformer networks at FEVER
Christopher Malon · 2018
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Overview of the CLEF-2018 CheckThat! lab on automatic identification and verification of political claims
Preslav Nakov, Alberto Barrón-Cedeño, Tamer Elsayed, Reem Suwaileh, Lluís Màrquez, Wajdi Zaghouani, Pepa Atanasova, Spas Kyuchukov, and Giovanni Da San Martino · 2018
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Automated fact checking: Task formulations, methods and future directions
James Thorne and Andreas Vlachos · 2018
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The fact extraction and VERification (FEVER) shared task
James Thorne, Andreas Vlachos, Oana Cocarascu, Christos Christodoulopoulos, and Arpit Mittal · 2018
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The rise of guardians: Fact-checking URL recommendation to combat fake news
Nguyen Vo and Kyumin Lee · 2018
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The spread of true and false news online
Soroush Vosoughi, Deb Roy, and Sinan Aral · 2018
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Detection and resolution of rumours in social media: A survey
Arkaitz Zubiaga, Ahmet Aker, Kalina Bontcheva, Maria Liakata, and Rob Procter · 2018
Cited alongside, same era.
Explainable fact checking with probabilistic answer set programming
Naser Ahmadi, Joohyung Lee, Paolo Papotti, and Mohammed Saeed · 2019
Cited alongside, same era.
Cross-domain modeling of sentence-level evidence for document retrieval
Zeynep Akkalyoncu Yilmaz, Wei Yang, Haotian Zhang, and Jimmy Lin · 2019
Cited alongside, same era.
MultiFC: A real-world multi-domain dataset for evidence-based fact checking of claims
Isabelle Augenstein, Christina Lioma, Dongsheng Wang, Lucas Chaves Lima, Casper Hansen, Christian Hansen, and Jakob Grue Simonsen · 2019
Cited alongside, same era.
How we use AI to help fact check party manifestos
David Corney · 2019
Cited alongside, same era.
How our fact-checking program works
Facebook · 2020
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Generating fact checking briefs
Angela Fan, Aleksandra Piktus, Fabio Petroni, Guillaume Wenzek, Marzieh Saeidi, Andreas Vlachos, Antoine Bordes, and Sebastian Riedel · 2020
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bigIR at CheckThat! 2020: Multilingual BERT for ranking Arabic tweets by check-worthiness
Maram Hasanain and Tamer Elsayed · 2020
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Scrutinizer: A mixed-initiative approach to large-scale, data-driven claim verification
Georgios Karagiannis, Mohammed Saeed, Paolo Papotti, and Immanuel Trummer · 2020
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Explainable automated fact-checking: A survey
Neema Kotonya and Francesca Toni · 2020
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Language models as fact checkers?
Nayeon Lee, Belinda Li, Sinong Wang, Wen-tau Yih, Hao Ma, and Madian Khabsa · 2020
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CheckThat! at CLEF 2019: Automatic identification and verification of claims
Tamer Elsayed, Preslav Nakov, Alberto Barrón-Cedeño, Maram Hasanain, Reem Suwaileh, Pepa Atanasova, and Giovanni Da San Martino · 2019
Cited alongside, same era.
Tracy: Tracing facts over knowledge graphs and text
Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, and Gerhard Weikum · 2019
Cited alongside, same era.
ClaimPortal: Integrated monitoring, searching, checking, and analytics of factual claims on Twitter
Sarthak Majithia, Fatma Arslan, Sumeet Lubal, Damian Jimenez, Priyank Arora, Josue Caraballo, and Chengkai Li · 2019
Cited alongside, same era.
Automated fact checking in the news room
Sebastião Miranda, David Nogueira, Afonso Mendes, Andreas Vlachos, Andrew Secker, Rebecca Garrett, Jeff Mitchel, and Zita Marinho · 2019
Cited alongside, same era.
Combining fact extraction and verification with neural semantic matching networks
Yixin Nie, Haonan Chen, and Mohit Bansal · 2019
Cited alongside, same era.
It takes nine to smell a rat: Neural multi-task learning for check-worthiness prediction
Slavena Vasileva, Pepa Atanasova, Lluís Màrquez, Alberto Barrón-Cedeño, and Preslav Nakov · 2019
Cited alongside, same era.
The web of false information: Rumors, fake news, hoaxes, clickbait, and various other shenanigans
Savvas Zannettou, Michael Sirivianos, Jeremy Blackburn, and Nicolas Kourtellis · 2019
Cited alongside, same era.
A survey on computational propaganda detection
Giovanni Da San Martino, Stefano Cresci, Alberto Barrón-Cedeño, Seunghak Yu, Roberto Di Pietro, and Preslav Nakov · 2020
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FANG: Leveraging social context for fake news detection using graph representation
Van-Hoang Nguyen, Kazunari Sugiyama, Preslav Nakov, and Min-Yen Kan · 2020
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Team_Alex at CheckThat! 2020: Identifying check-worthy tweets with transformer models
Alex Nikolov, Giovanni Da San Martino, Ivan Koychev, and Preslav Nakov · 2020
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That is a known lie: Detecting previously fact-checked claims
Shaden Shaar, Nikolay Babulkov, Giovanni Da San Martino, and Preslav Nakov · 2020
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Where are the facts? Searching for fact-checked information to alleviate the spread of fake news
Nguyen Vo and Kyumin Lee · 2020
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Accenture at CheckThat! 2020: If you say so: Post-hoc fact-checking of claims using transformer-based models
Evan Williams, Paul Rodrigues, and Valerie Novak · 2020
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Claim check-worthiness detection as positive unlabelled learning
Dustin Wright and Isabelle Augenstein · 2020
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A survey on multimodal disinformation detection
Firoj Alam, Stefano Cresci, Tanmoy Chakraborty, Fabrizio Silvestri, Dimiter Dimitrov, Giovanni Da San Martino, Shaden Shaar, Hamed Firooz, and Preslav Nakov · 2021
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On the dangers of stochastic parrots: Can language models be too big?
Emily Bender, Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell · 2021
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Toward automated factchecking: Developing an annotation schema and benchmark for consistent automated claim detection
Lev Konstantinovskiy, Oliver Price, Mevan Babakar, and Arkaitz Zubiaga · 2021
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Towards few-shot fact-checking via perplexity
Nayeon Lee, Yejin Bang, Andrea Madotto, Madian Khabsa, and Pascale Fung · 2021
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The CLEF-2021 CheckThat! Lab on detecting check-worthy claims, previously fact-checked claims, and fake news
Preslav Nakov, Giovanni Da San Martino, Tamer Elsayed, Alberto Barrón-Cedeño, Rubén Míguez, Shaden Shaar, Firoj Alam, Fatima Haouari, Maram Hasanain, Nikolay Babulkov, Alex Nikolov, Gautam Kishore Shahi, Julia Maria Struß, and Thomas Mandl · 2021
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A survey on predicting the factuality and the bias of news media
Preslav Nakov, Husrev Taha Sencar, Jisun An, and Haewoon Kwak · 2021
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The role of context in detecting previously fact-checked claims
Shaden Shaar, Firoj Alam, Giovanni Da San Martino, and Preslav Nakov · 2021
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