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Recent years have seen the proliferation of disinformation and fake news online.
ClaimBuster: The first-ever end-to-end fact-checking system
Naeemul Hassan, Gensheng Zhang, Fatma Arslan, Josue Caraballo, Damian Jimenez, Siddhant Gawsane, Shohedul Hasan, Minumol Joseph, Aaditya Kulkarni, Anil Kumar Nayak, Vikas Sable, Chengkai Li, and Mark Tremayne. 2017 · 1948
Earlier work this paper cites.
Support vector learning for ordinal regression
Ralf Herbrich, Thore Graepel, and Klaus Obermayer. 1999 · 1999
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Fact checking: Task definition and dataset construction
Andreas Vlachos and Sebastian Riedel. 2014 · 2014
Earlier work this paper cites.
A bayesian approach for predicting the popularity of tweets
Tauhid Zaman, Emily B Fox, Eric T Bradlow, et al. 2014 · 2014
Earlier work this paper cites.
A survey on truth discovery
Yaliang Li, Jing Gao, Chuishi Meng, Qi Li, Lu Su, Bo Zhao, Wei Fan, and Jiawei Han. 2016 · 2016
Earlier work this paper cites.
Enhanced LSTM for natural language inference
Qian Chen, Xiaodan Zhu, Zhen-Hua Ling, Si Wei, Hui Jiang, and Diana Inkpen. 2017 · 2017
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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 · 2017
Earlier work this paper cites.
Fake news detection on social media: A data mining perspective
Kai Shu, Amy Sliva, Suhang Wang, Jiliang Tang, and Huan Liu. 2017 · 2017
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“Liar, liar pants on fire”: A new benchmark dataset for fake news detection
William Yang Wang. 2017 · 2017
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Overview of the CLEF-2018 CheckThat! lab on automatic identification and verification of political claims, task 1: Check-worthiness
Pepa Atanasova, Lluís Màrquez, Alberto Barrón-Cedeño, Tamer Elsayed, Reem Suwaileh, Wajdi Zaghouani, Spas Kyuchukov, Giovanni Da San Martino, and Preslav Nakov. 2018 · 2018
Earlier work this paper cites.
Overview of the CLEF-2018 CheckThat! lab on automatic identification and verification of political claims. Task 2: Factuality
Alberto Barrón-Cedeño, Tamer Elsayed, Reem Suwaileh, Lluis Marquez, Pepa Atanasova, Wajdi Zaghouani, Spas Kyuchukov, Giovanni Da San Martino, and Preslav Nakov. 2018 · 2018
Earlier work this paper cites.
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 · 2018
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Team SWEEPer: Joint sentence extraction and fact checking with pointer networks
Christopher Hidey and Mona Diab. 2018 · 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 · 2018
Earlier work this paper cites.
QED: A fact verification system for the FEVER shared task
Jackson Luken, Nanjiang Jiang, and Marie-Catherine de Marneffe. 2018 · 2018
Earlier work this paper cites.
Overview of the CLEF-2018 lab on automatic identification and verification of claims in political debates
Preslav Nakov, Alberto Barrón-Cedeño, Tamer Elsayed, Reem Suwaileh, Lluís Màrquez, Wajdi Zaghouani, Pepa Gencheva, Spas Kyuchukov, and Giovanni Da San Martino. 2018 · 2018
Earlier work this paper cites.
Automated fact checking: Task formulations, methods and future directions
James Thorne and Andreas Vlachos. 2018 · 2018
Earlier work this paper cites.
FEVER: a large-scale dataset for fact extraction and VERification
James Thorne, Andreas Vlachos, Christos Christodoulopoulos, and Arpit Mittal. 2018 · 2018
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The rise of guardians: Fact-checking URL recommendation to combat fake news
Nguyen Vo and Kyumin Lee. 2018 · 2018
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UCL machine reading group: Four factor framework for fact finding (HexaF)
Takuma Yoneda, Jeff Mitchell, Johannes Welbl, Pontus Stenetorp, and Sebastian Riedel. 2018 · 2018
Cited alongside, same era.
Overview of the CLEF-2019 CheckThat! Lab on Automatic Identification and Verification of Claims. Task 1: Check-Worthiness
Pepa Atanasova, Preslav Nakov, Georgi Karadzhov, Mitra Mohtarami, and Giovanni Da San Martino. 2019a · 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 · 2019
Cited alongside, same era.
SemEval-2019 task 8: Fact checking in community question answering forums
Tsvetomila Mihaylova, Georgi Karadzhov, Pepa Atanasova, Ramy Baly, Mitra Mohtarami, and Preslav Nakov. 2019 · 2019
Cited alongside, same era.
Combining fact extraction and verification with neural semantic matching networks
Yixin Nie, Haonan Chen, and Mohit Bansal. 2019 · 2019
Cited alongside, same era.
Where are the facts? Searching for fact-checked information to alleviate the spread of fake news
Nguyen Vo and Kyumin Lee. 2020 · 2020
Later among the works it cites.
Fact or fiction: Verifying scientific claims
David Wadden, Shanchuan Lin, Kyle Lo, Lucy Lu Wang, Madeleine van Zuylen, Arman Cohan, and Hannaneh Hajishirzi. 2020 · 2020
Later among the works it cites.
Reasoning over semantic-level graph for fact checking
Wanjun Zhong, Jingjing Xu, Duyu Tang, Zenan Xu, Nan Duan, Ming Zhou, Jiahai Wang, and Jian Yin. 2020 · 2020
Later among the works it cites.
Aschern at CLEF CheckThat! 2021: Lambda-calculus of fact-checked claims
Anton Chernyavskiy, Dmitry Ilvovsky, and Preslav Nakov. 2021a · 2021
Closest in time.
DIPS at CheckThat! 2021: Verified claim retrieval
Simona Mihaylova, Iva Borisova, Dzhovani Chemishanov, Preslav Hadzhitsanev, Momchil Hardalov, and Preslav Nakov. 2021 · 2021
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Sentence-BERT: Sentence embeddings using Siamese BERT-networks
Nils Reimers and Iryna Gurevych. 2019 · 2019
Cited alongside, same era.
Number of fact-checking outlets surges to 188 in more than 60 countries
Mark Stencel. 2019 · 2019
Cited alongside, same era.
Energy and policy considerations for deep learning in NLP
Emma Strubell, Ananya Ganesh, and Andrew McCallum. 2019 · 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 · 2019
Cited alongside, same era.
Transformer-XH: Multi-evidence reasoning with extra hop attention
Chen Zhao, Chenyan Xiong, Corby Rosset, Xia Song, Paul Bennett, and Saurabh Tiwary. 2019 · 2019
Cited alongside, same era.
GEAR: Graph-based evidence aggregating and reasoning for fact verification
Jie Zhou, Xu Han, Cheng Yang, Zhiyuan Liu, Lifeng Wang, Changcheng Li, and Maosong Sun. 2019 · 2019
Cited alongside, same era.
Overview of CheckThat! 2020: Automatic identification and verification of claims in social media
Alberto Barrón-Cedeño, Tamer Elsayed, Preslav Nakov, Giovanni Da San Martino, Maram Hasanain, Reem Suwaileh, Fatima Haouari, Nikolay Babulkov, Bayan Hamdan, Alex Nikolov, Shaden Shaar, and Zien Sheikh Ali. 2020 · 2020
Cited alongside, same era.
Preslav Nakov, Giovanni Da San Martino, Tamer Elsayed, Alberto Barrón-Cedeno, Rubén Míguez, Shaden Shaar, Firoj Alam, Fatima Haouari, Maram Hasanain, Nikolay Babulkov, et al. 2021b · 2021
Closest in time.
Overview of the CLEF-2021 CheckThat! lab on detecting check-worthy claims, previously fact-checked claims, and fake news
Preslav Nakov, Da San Martino Giovanni, Tamer Elsayed, Alberto Barrón-Cedeño, Rubén Míguez, Shaden Shaar, Firoj Alam, Fatima Haouari, Maram Hasanain, Watheq Mansour, Bayan Hamdan, Zien Sheikh Ali, Nikolay Babulkov, Alex Nikolov, Gautam Kishore Shahi, Julia Maria Struß, Thomas Mandl, Mucahid Kutlu, and Yavuz Selim Kartal. 2021c · 2021
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Multi-hop fact checking of political claims
Wojciech Ostrowski, Arnav Arora, Pepa Atanasova, and Isabelle Augenstein. 2021 · 2021
Closest in time.
NLytics at CheckThat! 2021: Check-worthiness estimation as a regression problem on transformers
Albert Pritzkau. 2021 · 2021
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Findings of the NLP4IF-2021 shared tasks on fighting the COVID-19 infodemic and censorship detection
Shaden Shaar, Firoj Alam, Giovanni Da San Martino, Alex Nikolov, Wajdi Zaghouani, Preslav Nakov, and Anna Feldman. 2021a · 2021
Closest in time.
Overview of the CLEF-2021 CheckThat! lab task 2 on detecting previously fact-checked claims in tweets and political debates
Shaden Shaar, Fatima Haouari, Watheq Mansour, Maram Hasanain, Nikolay Babulkov, Firoj Alam, Giovanni Da San Martino, Tamer Elsayed, and Preslav Nakov. 2021b · 2021
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Overview of the CLEF-2021 CheckThat! lab task 1 on check-worthiness estimation in tweets and political debates
Shaden Shaar, Maram Hasanain, Bayan Hamdan, Zien Sheikh Ali, Fatima Haouari, Alex Nikolov, Mucahid Kutlu, Yavuz Selim Kartal, Firoj Alam, Giovanni Da San Martino, Alberto Barrón-Cedeño, Rubén Míguez, Tamer Elsayed, and Preslav Nakov. 2021c · 2021
Closest in time.
Article reranking by memory-enhanced key sentence matching for detecting previously fact-checked claims
Qiang Sheng, Juan Cao, Xueyao Zhang, Xirong Li, and Lei Zhong. 2021 · 2021
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Batch-softmax contrastive loss for pairwise sentence scoring tasks
Anton Chernyavskiy, Dmitry Ilvovsky, Pavel Kalinin, and Preslav Nakov. 2022 · 2022
Closest in time.
Overview of the CLEF-2022 CheckThat! lab task 1 on identifying relevant claims in tweets
Preslav Nakov, Alberto Barrón-Cedeño, Giovanni Da San Martino, Firoj Alam, Rubén Míguez, Tommaso Caselli, Mucahid Kutlu, Wajdi Zaghouani, Chengkai Li, Shaden Shaar, Gautam Kishore Shahi, Hamdy Mubarak, Alex Nikolov, Yavuz Selim Kartal, and Javier Beltrán. 2022a · 2022
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The CLEF-2022 CheckThat! lab on fighting the COVID-19 infodemic and fake news detection
Preslav Nakov, Alberto Barrón-Cedeño, Giovanni Da San Martino, Firoj Alam, Julia Maria Struß, Thomas Mandl, Rubén Míguez, Tommaso Caselli, Mucahid Kutlu, Wajdi Zaghouani, Chengkai Li, Shaden Shaar, Gautam Kishore Shahi, Hamdy Mubarak, Alex Nikolov, Nikolay Babulkov, Yavuz Selim Kartal, and Javier Beltrán. 2022b · 2022
Closest in time.
Overview of the CLEF-2022 CheckThat! lab on fighting the COVID-19 infodemic and fake news detection
Preslav Nakov, Alberto Barrón-Cedeño, Giovanni Da San Martino, Firoj Alam, Julia Maria Struß, Thomas Mandl, Rubén Míguez, Tommaso Caselli, Mucahid Kutlu, Wajdi Zaghouani, Chengkai Li, Shaden Shaar, Gautam Kishore Shahi, Hamdy Mubarak, Alex Nikolov, Nikolay Babulkov, Yavuz Selim Kartal, and Javier Beltrán. 2022c · 2022
Closest in time.
Overview of the CLEF-2022 CheckThat! lab task 2 on detecting previously fact-checked claims
Preslav Nakov, Giovanni Da San Martino, Firoj Alam, Shaden Shaar, Hamdy Mubarak, and Nikolay Babulkov. 2022d · 2022
Closest in time.