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As the first step of automatic fact checking, claim check-worthiness detection is a critical component of fact checking systems.
HuggingFace’s Transformers: State-of-the-art Natural Language Processing
Thomas Wolf, 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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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, et al. 2017 · 1948
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PAC Learning From Positive Statistical Queries
François Denis. 1998 · 1998
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Positive and Unlabeled Examples Help Learning
Francesco De Comité, François Denis, Rémi Gilleron, and Fabien Letouzey. 1999 · 1999
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Learning From Positive and Unlabeled Examples
Fabien Letouzey, François Denis, and Rémi Gilleron. 2000 · 2000
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Learning Classifiers From Only Positive and Unlabeled Data
Charles Elkan and Keith Noto. 2008 · 2008
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Digital Wildfires in a Hyperconnected World
Lee Howell et al. 2013 · 2013
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Analysis of Learning From Positive and Unlabeled Data
Marthinus C Du Plessis, Gang Niu, and Masashi Sugiyama. 2014 · 2014
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Spotting Fake Reviews Via Collective Positive-Unlabeled Learning
Huayi Li, Zhiyuan Chen, Bing Liu, Xiaokai Wei, and Jidong Shao. 2014 · 2014
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Positive Unlabeled Learning for Deceptive Reviews Detection
Yafeng Ren, Donghong Ji, and Hongbin Zhang. 2014 · 2014
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Fact Checking: Task Definition and Dataset Construction
Andreas Vlachos and Sebastian Riedel. 2014 · 2014
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The Spreading of Misinformation Online
Michela Del Vicario, Alessandro Bessi, Fabiana Zollo, Fabio Petroni, Antonio Scala, Guido Caldarelli, H Eugene Stanley, and Walter Quattrociocchi. 2016 · 2016
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The Rise of Fact-Checking Sites in Europe
Lucas Graves and Federica Cherubini. 2016 · 2016
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Supervised Keyphrase Extraction as Positive Unlabeled Learning
Lucas Sterckx, Thomas Demeester, Chris Develder, and Cornelia Caragea. 2016 · 2016
Cited alongside, same era.
Analysing How People Orient to and Spread Rumours in Social Media by Looking at Conversational Threads
Arkaitz Zubiaga, Maria Liakata, Rob Procter, Geraldine Wong Sak Hoi, and Peter Tolmie. 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.
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
Alexis Conneau, Douwe Kiela, Holger Schwenk, Loïc Barrault, and Antoine Bordes. 2017 · 2017
Cited alongside, same era.
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
Cited alongside, same era.
Discourse-Aware Rumour Stance Classification in Social Media Using Sequential Classifiers
Arkaitz Zubiaga, Elena Kochkina, Maria Liakata, Rob Procter, Michal Lukasik, Kalina Bontcheva, Trevor Cohn, and Isabelle Augenstein. 2018 · 2018
Later among the works it cites.
A Graph-Theoretic Embedding-Based Approach for Rumor Detection in Twitter
Muhammad Abulaish, Nikita Kumari, Mohd Fazil, and Basanta Singh. 2019 · 2019
Later among the works it cites.
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
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.
Overview of the CLEF-2019 CheckThat! Lab: Automatic Identification and Verification of Claims
Tamer Elsayed, Preslav Nakov, Alberto Barrón-Cedeño, Maram Hasanain, Reem Suwaileh, Giovanni Da San Martino, and Pepa Atanasova. 2019 · 2019
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Positive-Unlabeled Learning With Non-Negative Risk Estimator
Ryuichi Kiryo, Gang Niu, Marthinus C du Plessis, and Masashi Sugiyama. 2017 · 2017
Cited alongside, same era.
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
Cited alongside, same era.
Exploiting Context for Rumour Detection in Social Media
Arkaitz Zubiaga, Maria Liakata, and Rob Procter. 2017 · 2017
Cited alongside, same era.
Pepa Atanasova, Alberto Barron-Cedeno, Tamer Elsayed, Reem Suwaileh, Wajdi Zaghouani, Spas Kyuchukov, Giovanni Da San Martino, and Preslav Nakov. 2018 · 2018
Cited alongside, same era.
Universal Language Model Fine-tuning for Text Classification
Jeremy Howard and Sebastian Ruder. 2018 · 2018
Cited alongside, same era.
Claimrank: Detecting Check-Worthy Claims in Arabic and English
Israa Jaradat, Pepa Gencheva, Alberto Barrón-Cedeño, Lluís Màrquez, and Preslav Nakov. 2018 · 2018
Cited alongside, same era.
Lev Konstantinovskiy, Oliver Price, Mevan Babakar, and Arkaitz Zubiaga. 2018 · 2018
Cited alongside, same era.
Later among the works it cites.
Neural Check-Worthiness Ranking With Weak Supervision: Finding Sentences for Fact-Checking
Casper Hansen, Christian Hansen, Stephen Alstrup, Jakob Grue Simonsen, and Christina Lioma. 2019 · 2019
Later among the works it cites.
Detect Rumors on Twitter by Promoting Information Campaigns With Generative Adversarial Learning
Jing Ma, Wei Gao, and Kam-Fai Wong. 2019 · 2019
Later among the works it cites.
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning
Minlong Peng, Xiaoyu Xing, Qi Zhang, Jinlan Fu, and Xuan-Jing Huang. 2019 · 2019
Later among the works it cites.
Citation Needed: A Taxonomy and Algorithmic Assessment of Wikipedia’s Verifiability
Miriam Redi, Besnik Fetahu, Jonathan Morgan, and Dario Taraborelli. 2019 · 2019
Later among the works it cites.
Time-Aware Evidence Ranking for Fact-Checking
Liesbeth Allein, Isabelle Augenstein, and Marie-Francine Moens. 2020 · 2020
Closest in time.
CheckThat! at CLEF 2020: Enabling the Automatic Identification and Verification of Claims in Social Media
Alberto Barrón-Cedeño, Tamer Elsayed, Preslav Nakov, Giovanni Da San Martino, Maram Hasanain, Reem Suwaileh, and Fatima Haouari. 2020 · 2020
Closest in time.
Multi-Hop Fact Checking of Political Claims
Wojciech Ostrowski, Arnav Arora, Pepa Atanasova, and Isabelle Augenstein. 2020 · 2020
Closest in time.