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Misinformation spread over social media has become an undeniable infodemic.
Toward Automated Fact-Checking: Detecting Check-Worthy Factual Claims by ClaimBuster. In Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD ’17) . Association for Computing Machinery, 1803–1812
Naeemul Hassan, Fatma Arslan, Chengkai Li, and Mark Tremayne. 2017 · 2017
Earlier work this paper cites.
Overview of the CLEF-2018 CheckThat! Lab on Automatic Identification and Verification of Political Claims. Task 1: Check-Worthiness (CEUR Workshop Proceedings) , Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier (Eds.)
Pepa Atanasova, Lluis Marquez, 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.
A Corpus for Multilingual Document Classification in Eight Languages. In Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018) (Miyazaki, Japan, 7-12), Nicoletta Calzolari (Conference chair), Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Koiti Hasida, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Asuncion Moreno, Jan Odijk, Stelios Piperidis, and Takenobu Tokunaga (Eds.). European Language Resources Association (ELRA), Paris, France
Holger Schwenk and Xian Li. 2018 · 2018
Earlier work this paper cites.
Tuning Multilingual Transformers for Language-Specific Named Entity Recognition. In Proceedings of the 7th Workshop on Balto-Slavic Natural Language Processing . Association for Computational Linguistics, Florence, Italy, 89–93
Mikhail Arkhipov, Maria Trofimova, Yuri Kuratov, and Alexey Sorokin. 2019 · 2019
Earlier work this paper cites.
Overview of the CLEF-2019 CheckThat! Lab on Automatic Identification and Verification of Claims. Task 1: Check-Worthiness (CEUR Workshop Proceedings) , Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller (Eds.)
Pepa Atanasova, Preslav Nakov, Georgi Karadzhov, Mitra Mohtarami, and Giovanni Da San Martino. 2019 · 2019
Earlier work this paper cites.
Multi-Source Cross-Lingual Model Transfer: Learning What to Share. In Proceedings of the 57th Conference of the Association for Computational Linguistics (ACL)
Xilun Chen, Ahmed Hassan Awadallah, Hany Hassan, Wei Wang, and Claire Cardie. 2019 · 2019
Earlier work this paper cites.
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) . 4171–4186
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Earlier work this paper cites.
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) . 1355–1360
Phillip Keung, Yichao Lu, and Vikas Bhardwaj. 2019 · 2019
Earlier work this paper cites.
How Multilingual is Multilingual BERT?. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics . 4996–5001
Telmo Pires, Eva Schlinger, and Dan Garrette. 2019 · 2019
Earlier work this paper cites.
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) . Association for Computational Linguistics, Hong Kong, China, 833–844
Shijie Wu and Mark Dredze. 2019 · 2019
Earlier work this paper cites.
CLEF 2020 Working Notes (CEUR Workshop Proceedings) , Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol (Eds.)
2020 · 2020
Earlier work this paper cites.
AraBERT: Transformer-based Model for Arabic Language Understanding. In LREC 2020 Workshop Language Resources and Evaluation Conference . 9
Wissam Antoun, Fady Baly, and Hazem Hajj. 2020 · 2020
Earlier work this paper cites.
The challenges of online fact checking
Phoebe Arnold. 2020 · 2020
Earlier work this paper cites.
A benchmark dataset of check-worthy factual claims. In Proceedings of the International AAAI Conference on Web and Social Media , Vol. 14. 821–829
Fatma Arslan, Naeemul Hassan, Chengkai Li, and Mark Tremayne. 2020 · 2020
Earlier work this paper cites.
Types, sources, and claims of COVID-19 misinformation
J. Scott Brennen, Felix M. Simon, Philip N. Howard, and Rasmus Kleis Nielsen. 2020 · 2020
Earlier work this paper cites.
Spanish Pre-Trained BERT Model and Evaluation Data. In PML4DC at ICLR 2020
José Cañete, Gabriel Chaperon, Rodrigo Fuentes, Jou-Hui Ho, Hojin Kang, and Jorge Pérez. 2020 · 2020
Earlier work this paper cites.
Unsupervised Cross-lingual Representation Learning at Scale. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics . 8440–8451
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Édouard Grave, Myle Ott, Luke Zettlemoyer, and Veselin Stoyanov. 2020 · 2020
Earlier work this paper cites.
Leveraging adversarial training in self-learning for cross-lingual text classification. In Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval . 1541–1544
Xin Dong, Yaxin Zhu, Yupeng Zhang, Zuohui Fu, Dongkuan Xu, Sen Yang, and Gerard De Melo. 2020 · 2020
Cited alongside, same era.
Overview of CheckThat! 2020 Arabic: Automatic Identification and Verification of Claims in Social Media, See cle (2020)
Maram Hasanain, Fatima Haouari, Reem Suwaileh, Zien Sheikh Ali, Bayan Hamdan, Tamer Elsayed, Alberto Barrón-Cedeño, Giovanni Da San Martino, and Preslav Nakov. 2020 · 2020
Cited alongside, same era.
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) . Association for Computational Linguistics, 2580–2591
Michael A. Hedderich, David Adelani, Dawei Zhu, Jesujoba Alabi, Udia Markus, and Dietrich Klakow. 2020 · 2020
Cited alongside, same era.
A survey on automated fact-checking
Zhijiang Guo, Michael Schlichtkrull, and Andreas Vlachos. 2021 · 2021
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NLP&IR@UNED at CheckThat! 2021: Check-worthiness estimation and fake news detection using transformer models, See cle (2021)
Juan Martinez-Romo Juan R. Martinez-Rico and Lourdes Araujo. 2021 · 2021
Later among the works it cites.
Re-Think Before You Share: A Comprehensive Study on Prioritizing Check-Worthy Claims
Yavuz Selim Kartal and Mucahid Kutlu. 2022 · 2021
Later among the works it cites.
Automated Fact-Checking for Assisting Human Fact-Checkers (IJCAI-2021)
Preslav Nakov, David Corney, Maram Hasanain, Firoj Alam, Tamer Elsayed, Alberto Barrón-Cedeño, Paolo Papotti, Shaden Shaar, and Giovanni Da San Martino. 2021a · 2021
Later among the works it cites.
Overview of the CLEF-2021 CheckThat! Lab on Detecting Check-Worthy Claims, Previously Fact-Checked Claims, and Fake News (CLEF 2021) , K. Selcuk Candan, Bogdan Ionescu, Lorraine Goeuriot, Birger Larsen, Henning Müller, Alexis Joly, Maria Maistro, Florina Piroi, Guglielmo Faggioli, and Nicola Ferro (Eds.). Springer
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Kevin Meng, Damian Jimenez, Fatma Arslan, Jacob Daniel Devasier, Daniel Obembe, and Chengkai Li. 2020 · 2020
Cited alongside, same era.
Making Monolingual Sentence Embeddings Multilingual Using Knowledge Distillation. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) . 4512–4525
Nils Reimers and Iryna Gurevych. 2020 · 2020
Cited alongside, same era.
BERTurk - BERT models for Turkish
Stefan Schweter. 2020 · 2020
Cited alongside, same era.
Quantifying COVID-19 content in the online health opinion war using machine learning
Richard F Sear, Nicolás Velásquez, Rhys Leahy, Nicholas Johnson Restrepo, Sara El Oud, Nicholas Gabriel, Yonatan Lupu, and Neil F Johnson. 2020 · 2020
Cited alongside, same era.
Overview of CheckThat! 2020 English: Automatic Identification and Verification of Claims in Social Media, See cle (2020)
Shaden Shaar, Alex Nikolov, Nikolay Babulkov, Firoj Alam, Alberto Barrón-Cedeño, Tamer Elsayed, Maram Hasanain, Reem Suwaileh, Fatima Haouari, Giovanni Da San Martino, and Preslav Nakov. 2020 · 2020
Cited alongside, same era.
Claim Check-Worthiness Detection as Positive Unlabelled Learning. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings . 476–488
Dustin Wright and Isabelle Augenstein. 2020 · 2020
Cited alongside, same era.
Are All Languages Created Equal in Multilingual BERT?. In Proceedings of the 5th Workshop on Representation Learning for NLP . 120–130
Shijie Wu and Mark Dredze. 2020 · 2020
Cited alongside, same era.
CLEF 2021 Working Notes. Working Notes of CLEF 2021–Conference and Labs of the Evaluation Forum, Guglielmo Faggioli, Nicola Ferro, Alexis Joly, Maria Maistro, and Florina Piroi (Eds.)
2021 · 2021
Cited alongside, same era.
Fighting the COVID-19 Infodemic in Social Media: A Holistic Perspective and a Call to Arms
Firoj Alam, Fahim Dalvi, Shaden Shaar, Nadir Durrani, Hamdy Mubarak, Alex Nikolov, Giovanni Da San Martino, Ahmed Abdelali, Hassan Sajjad, Kareem Darwish, and Preslav Nakov. 2021a · 2021
Cited alongside, same era.
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. 2021b · 2021
Later among the works it cites.
Detecting multilingual COVID-19 misinformation on social media via contextualized embeddings. In Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda . 125–129
Subhadarshi Panda and Sarah Ita Levitan. 2021 · 2021
Later among the works it cites.
Improving Evidence Retrieval for Automated Explainable Fact-Checking. In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations . Association for Computational Linguistics, Online, 84–91
Chris Samarinas, Wynne Hsu, and Mong Li Lee. 2021 · 2021
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GPLSI team at CLEF CheckThat! 2021: Fine-tuning BETO and RoBERTa, See cle (2021)
Robiert Sepúlveda-Torres and Estela Saquete. 2021 · 2021
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Findings of the NLP4IF-2021 Shared Tasks on Fighting the COVID-19 Infodemic and Censorship Detection. In Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda . Association for Computational Linguistics, Online, 82–92
Shaden Shaar, Firoj Alam, Giovanni Da San Martino, Alex Nikolov, Wajdi Zaghouani, Preslav Nakov, and Anna Feldman. 2021a · 2021
Later among the works it cites.
Overview of the CLEF-2021 CheckThat! Lab Task 1 on Check-Worthiness Estimation in Tweets and Political Debates, See cle (2021)
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, Javier Beltrán, Tamer Elsayed, and Preslav Nakov. 2021b · 2021
Later among the works it cites.
Can Multilingual Transformers Fight the COVID-19 Infodemic. In Proceedings of RANLP
Lasitha Uyangodage, Tharindu Ranasinghe, and Hansi Hettiarachchi. 2021 · 2021
Later among the works it cites.
Accenture at CheckThat! 2021: Interesting claim identification and ranking with contextually sensitive lexical training data augmentation, See cle (2021)
Evan Williams, Paul Rodrigues, and Sieu Tran. 2021a · 2021
Later among the works it cites.
Accenture at CheckThat! 2021: Interesting claim identification and ranking with contextually sensitive lexical training data augmentation, See cle (2021)
Evan Williams, Paul Rodrigues, and Sieu Tran. 2021b · 2021
Later among the works it cites.
Automated fact-checking: A survey
Xia Zeng, Amani S. Abumansour, and Arkaitz Zubiaga. 2021 · 2021
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TOBB ETU at CheckThat! 2021: Data Engineering for Detecting Check-Worthy Claims, See cle (2021)
Muhammed Said Zengin, Yavuz Selim Kartal, and Mucahid Kutlu. 2021 · 2021
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A closer look at few-shot crosslingual transfer: The choice of shots matters. In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) . 5751–5767
Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Ivan Vulić, Roi Reichart, Anna Korhonen, and Hinrich Schütze. 2021 · 2021
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