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Towards Automated Factchecking: Developing an Annotation Schema and Benchmark for Consistent Automated Claim Detection

21 September 2018

Papers citing "Towards Automated Factchecking: Developing an Annotation Schema and Benchmark for Consistent Automated Claim Detection"

50 / 59 papers shown

Title
Attacks by Content: Automated Fact-checking is an AI Security Issue Michael Schlichtkrull AAML 106 0 0 13 Oct 2025
An Annotation Scheme for Factuality and its Application to Parliamentary Proceedings Gili Goldin Shira Wigderson Ella Rabinovich S. Wintner HILM 96 0 0 30 Sep 2025
RAVE: Retrieval and Scoring Aware Verifiable Claim Detection Yufeng Li A. Zubiaga 119 0 0 19 Sep 2025
AKCIT-FN at CheckThat! 2025: Switching Fine-Tuned SLMs and LLM Prompting for Multilingual Claim Normalization Fabrycio Leite Nakano Almada Kauan Divino Pouso Mariano Maykon Adriell Dutra Victor Emanuel da Silva Monteiro Juliana Resplande SantÁnna Gomes A. R. G. Filho A. S. Soares 108 1 0 15 Sep 2025
PledgeTracker: A System for Monitoring the Fulfilment of Pledges Yulong Chen Michael Schlichtkrull Zhenyun Deng David Corney Nasim Asl Joshua Salisbury Andrew Dudfield Andreas Vlachos 132 0 0 15 Sep 2025
Debating Truth: Debate-driven Claim Verification with Multiple Large Language Model Agents Haorui He Yupeng Li Dacheng Wen Yang Chen Reynold Cheng Donglong Chen F. Lau LLMAG 406 3 0 25 Jul 2025
Social Good or Scientific Curiosity? Uncovering the Research Framing Behind NLP Artefacts Eric Chamoun N. Ousidhoum Michael Schlichtkrull Andreas Vlachos 181 0 0 24 May 2025
SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval Qiwei Peng Robert Moro Michal Gregor Ivan Srba Simon Ostermann Marian Simko Juraj Podroužek Matus Mesarcik Jaroslav Kopčan Anders Søgaard LRM 221 21 0 15 May 2025
FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Farima Fatahi Bayat Lechen Zhang Sheza Munir Lu Wang HILM 256 17 0 29 Oct 2024
IAI Group at CheckThat! 2024: Transformer Models and Data Augmentation for Checkworthy Claim DetectionConference and Labs of the Evaluation Forum (CLEF), 2024 Peter Roysland Aarnes Vinay Setty Petra Galusčáková 215 5 0 02 Aug 2024
Document-level Claim Extraction and Decontextualisation for Fact-Checking Zhenyun Deng Michael Schlichtkrull Andreas Vlachos HILM 276 9 0 05 Jun 2024
Unveiling factors influencing judgment variation in Sentiment Analysis with Natural Language Processing and Statistics Olga Kellert Carlos Gómez-Rodríguez M. Zaman 68 2 0 20 May 2024
Claim Check-Worthiness Detection: How Well do LLMs Grasp Annotation Guidelines? Laura Majer Jan Snajder 144 7 0 18 Apr 2024
Ontology Enhanced Claim Detection Zehra Melce Hüsünbeyi Tatjana Scheffler 125 0 0 19 Feb 2024
AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators Jingwei Ni Minjing Shi Dominik Stammbach Mrinmaya Sachan Elliott Ash Markus Leippold HILM 345 28 0 16 Feb 2024
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains Alon Jacovi Yonatan Bitton Bernd Bohnet Jonathan Herzig Or Honovich Michael Tseng Michael Collins Roee Aharoni Mor Geva LRM 372 42 0 01 Feb 2024
Claim Detection for Automated Fact-checking: A Survey on Monolingual, Multilingual and Cross-Lingual ResearchNatural Language Processing Journal (JNLP), 2024 Rrubaa Panchendrarajan A. Zubiaga HILM 320 36 0 22 Jan 2024
Fact-checking based fake news detection: a review Yuzhou Yang Yangming Zhou Qichao Ying Zhenxing Qian Dan Zeng Liang Liu EgoV 266 1 0 03 Jan 2024
Lost in translation: using global fact-checks to measure multilingual misinformation prevalence, spread, and evolution Dorian Quelle Calvin Cheng Alexandre Bovet Scott A. Hale 232 4 0 27 Oct 2023
From Chaos to Clarity: Claim Normalization to Empower Fact-CheckingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Megha Sundriyal Tanmoy Chakraborty Preslav Nakov 315 31 0 22 Oct 2023
Leveraging Social Discourse to Measure Check-worthiness of Claims for Fact-checking Megha Sundriyal Md. Shad Akhtar Tanmoy Chakraborty 239 2 0 17 Sep 2023
Human-centered NLP Fact-checking: Co-Designing with Fact-checkers using Matchmaking for AI Houjiang Liu Anubrata Das Alexander Boltz Didi Zhou Daisy Pinaroc Matthew Lease Min Kyung Lee HAI 272 26 0 14 Aug 2023
LAraBench: Benchmarking Arabic AI with Large Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Ahmed Abdelali Hamdy Mubarak Shammur A. Chowdhury Maram Hasanain Basel Mousi ... Yousseif Elshahawy Ahmed M. Ali Nadir Durrani Natasa Milic-Frayling Firoj Alam ELM LM&MA 166 30 0 24 May 2023
The Intended Uses of Automated Fact-Checking Artefacts: Why, How and WhoConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Michael Schlichtkrull N. Ousidhoum Andreas Vlachos 365 23 0 27 Apr 2023
Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 TreatmentsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Ethan Mendes Yang Chen Wei Xu Alan Ritter 391 19 0 19 Dec 2022
LAMBRETTA: Learning to Rank for Twitter Soft ModerationIEEE Symposium on Security and Privacy (IEEE S&P), 2022 Pujan Paudel Jeremy Blackburn Emiliano De Cristofaro Savvas Zannettou Gianluca Stringhini 123 15 0 12 Dec 2022
Two-Stage Classifier for COVID-19 Misinformation Detection Using BERT: a Study on Indonesian Tweets D. R. Faisal Rahmad Mahendra 149 10 0 30 Jun 2022
"COVID-19 was a FIFA conspiracy #curropt": An Investigation into the Viral Spread of COVID-19 Misinformation Alexander Wang Jerry Sun Kai-Yang Chen Kevin Zhou Edward Li Gu Chenxin Fang 84 0 0 12 Jun 2022
Aggregating Pairwise Semantic Differences for Few-Shot Claim Veracity Classification Xia Zeng A. Zubiaga 149 1 0 11 May 2022
Justice in Misinformation Detection Systems: An Analysis of Algorithms, Stakeholders, and Potential HarmsConference on Fairness, Accountability and Transparency (FAccT), 2022 Terrence Neumann Maria De-Arteaga S. Fazelpour 256 28 0 28 Apr 2022
Logical Fallacy DetectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zhijing Jin Abhinav Lalwani Tejas Vaidhya Xiaoyu Shen Yiwen Ding Zhiheng Lyu Mrinmaya Sachan Amélie Reymond Bernhard Schölkopf LRM 291 42 0 28 Feb 2022
Matching Tweets With Applicable Fact-Checks Across Languages Ashkan Kazemi Zehua Li Verónica Pérez-Rosas Scott A. Hale Amélie Reymond 268 22 0 14 Feb 2022
Assessing Effectiveness of Using Internal Signals for Check-Worthy Claim Identification in Unlabeled Data for Automated Fact-Checking Archita Pathak Rohini Srihari HILM 187 2 0 02 Nov 2021
Automated Fact-Checking: A SurveyLanguage and Linguistics Compass (LLC), 2021 Xia Zeng Amani S. Abumansour A. Zubiaga HILM 350 105 0 23 Sep 2021
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 Anna Feldman 151 47 0 23 Sep 2021
Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document Shaden Shaar Nikola Georgiev Firoj Alam Giovanni Da San Martino Aisha Mohamed Preslav Nakov HILM 257 29 0 14 Sep 2021
FH-SWF SG at GermEval 2021: Using Transformer-Based Language Models to Identify Toxic, Engaging, & Fact-Claiming Comments Tobias Bornheim Stephan Bialonski 118 12 0 07 Sep 2021
A Survey on Automated Fact-CheckingTransactions of the Association for Computational Linguistics (TACL), 2021 Zhijiang Guo Michael Schlichtkrull Andreas Vlachos 476 613 0 26 Aug 2021
Tiplines to Combat Misinformation on Encrypted Platforms: A Case Study of the 2019 Indian Election on WhatsApp Ashkan Kazemi Kiran Garimella Gautam Kishore Shahi Devin Gaffney Scott A. Hale 183 13 0 08 Jun 2021
Claim Matching Beyond English to Scale Global Fact-CheckingAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Ashkan Kazemi Kiran Garimella Devin Gaffney Scott A. Hale 185 71 0 01 Jun 2021
Automated Fact-Checking for Assisting Human Fact-CheckersInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Preslav Nakov David Corney Maram Hasanain Firoj Alam Tamer Elsayed Alberto Barrón-Cedeño Paolo Papotti Shaden Shaar Giovanni Da San Martino HILM HAI 292 271 0 13 Mar 2021
Self-Supervised Claim Identification for Automated Fact CheckingICON (ICON), 2021 Archita Pathak Mohammad Abuzar Shaikh Rohini Srihari SSL 158 4 0 03 Feb 2021
Generating Fact Checking Briefs Angela Fan Aleksandra Piktus Fabio Petroni Guillaume Wenzek Marzieh Saeidi Andreas Vlachos Antoine Bordes Sebastian Riedel HILM 226 63 0 10 Nov 2020
ReSCo-CC: Unsupervised Identification of Key Disinformation SentencesInternational Conference on Information Integration and Web-based Applications & Services (iiWAS), 2020 Soumya Suvra Ghosal P. Deepak Anna Jurek-Loughrey 196 3 0 21 Oct 2020
Preserving Integrity in Online Social NetworksCommunications of the ACM (CACM), 2020 A. Halevy Cristian Canton Ferrer Hao Ma Umut Ozertem Patrick Pantel Marzieh Saeidi Fabrizio Silvestri Ves Stoyanov 225 62 0 22 Sep 2020
Team Alex at CLEF CheckThat! 2020: Identifying Check-Worthy Tweets With Transformer ModelsConference and Labs of the Evaluation Forum (CLEF), 2020 Alex Nikolov Giovanni Da San Martino Ivan Koychev Preslav Nakov 156 22 0 07 Sep 2020
QMUL-SDS at CheckThat! 2020: Determining COVID-19 Tweet Check-Worthiness Using an Enhanced CT-BERT with Numeric ExpressionsConference and Labs of the Evaluation Forum (CLEF), 2020 Rabab Alkhalifa Theodore Yoong E. Kochkina A. Zubiaga Maria Liakata 130 18 0 30 Aug 2020
Overview of CheckThat! 2020: Automatic Identification and Verification of Claims in Social MediaConference and Labs of the Evaluation Forum (CLEF), 2020 Alberto Barrón-Cedeño Tamer Elsayed Preslav Nakov Giovanni Da San Martino Maram Hasanain ... Nikolay Babulkov Bayan Hamdan Alex Nikolov Shaden Shaar Zien Sheikh Ali 144 124 0 15 Jul 2020
Fighting the COVID-19 Infodemic in Social Media: A Holistic Perspective and a Call to ArmsInternational Conference on Web and Social Media (ICWSM), 2020 Firoj Alam Fahim Dalvi Shaden Shaar Nadir Durrani Hamdy Mubarak ... Giovanni Da San Martino Ahmed Abdelali Hassan Sajjad Kareem Darwish Preslav Nakov 209 107 0 15 Jul 2020
Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the SocietyConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Firoj Alam Shaden Shaar Fahim Dalvi Hassan Sajjad Alex Nikolov ... Tommaso Caselli Gijs Danoe Friso Stolk Britt Bruntink Preslav Nakov 404 169 0 30 Apr 2020