MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims

7 September 2019

Papers citing "MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims"

48 / 48 papers shown

Title
Hallucination Detection in Large Language Models with Metamorphic Relations Borui Yang Md Afif Al Mamun Jie M. Zhang Gias Uddin HILM 64 0 0 20 Feb 2025
HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World Claims Yejun Yoon Jaeyoon Jung Seunghyun Yoon Kunwoo Park VLM LRM 24 2 0 16 Oct 2024
Multi-Layer Ranking with Large Language Models for News Source Recommendation Wenjia Zhang Lin Gui Rob Procter Yulan He 34 3 0 17 Jun 2024
Hoaxpedia: A Unified Wikipedia Hoax Articles Dataset Hsuvas Borkakoty Luis Espinosa-Anke 28 1 0 03 May 2024
The Critique of Critique Shichao Sun Junlong Li Weizhe Yuan Ruifeng Yuan Wenjie Li Pengfei Liu ELM 40 0 0 09 Jan 2024
RED-DOT: Multimodal Fact-checking via Relevant Evidence Detection Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 24 9 0 16 Nov 2023
Emotion Detection for Misinformation: A Review Zhiwei Liu Tianlin Zhang Kailai Yang Paul Thompson Zeping Yu Sophia Ananiadou 14 28 0 01 Nov 2023
Fact-Checking Complex Claims with Program-Guided Reasoning Liangming Pan Xiaobao Wu Xinyuan Lu A. Luu William Yang Wang Min-Yen Kan Preslav Nakov LRM 34 116 0 22 May 2023
The State of Human-centered NLP Technology for Fact-checking Anubrata Das Houjiang Liu Venelin Kovatchev Matthew Lease HILM 21 61 0 08 Jan 2023
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing Jiangjie Chen Rui Xu Wenyuan Zeng Changzhi Sun Lei Li Yanghua Xiao KELM 38 9 0 22 Nov 2022
Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation Max Glockner Yufang Hou Iryna Gurevych OffRL 38 38 0 25 Oct 2022
RARR: Researching and Revising What Language Models Say, Using Language Models Luyu Gao Zhuyun Dai Panupong Pasupat Anthony Chen Arun Tejasvi Chaganty ... Vincent Zhao Ni Lao Hongrae Lee Da-Cheng Juan Kelvin Guu HILM KELM 41 256 0 17 Oct 2022
CrowdChecked: Detecting Previously Fact-Checked Claims in Social Media Momchil Hardalov Anton Chernyavskiy Ivan Koychev Dmitry Ilvovsky Preslav Nakov HAI 35 15 0 10 Oct 2022
A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection Zhiwei Yang Jing Ma Hechang Chen Hongzhan Lin Ziyang Luo Yi-Ju Chang 27 11 0 29 Sep 2022
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval Kung-Hsiang Huang Chengxiang Zhai Heng Ji HILM LRM 20 17 0 05 Sep 2022
Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training Xia Zeng A. Zubiaga 21 8 0 18 Aug 2022
End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models Barry Menglong Yao Aditya Shah Lichao Sun Jin-Hee Cho Lifu Huang MLLM LRM 40 78 0 25 May 2022
Generating Literal and Implied Subquestions to Fact-check Complex Claims Jifan Chen Aniruddh Sriram Eunsol Choi Greg Durrett HILM 36 60 0 14 May 2022
Aggregating Pairwise Semantic Differences for Few-Shot Claim Veracity Classification Xia Zeng A. Zubiaga 31 1 0 11 May 2022
Generating Scientific Claims for Zero-Shot Scientific Fact Checking Dustin Wright David Wadden Kyle Lo Bailey Kuehl Arman Cohan Isabelle Augenstein Lucy Lu Wang MedIm 45 54 0 24 Mar 2022
Zoom Out and Observe: News Environment Perception for Fake News Detection Qiang Sheng Juan Cao Xueyao Zhang Rundong Li Danding Wang Yongchun Zhu EgoV 15 70 0 21 Mar 2022
Internet-augmented language models through few-shot prompting for open-domain question answering Angeliki Lazaridou E. Gribovskaya Wojciech Stokowiec N. Grigorev KELM LRM 20 131 0 10 Mar 2022
MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset Dan Saattrup Nielsen Ryan McConville 22 72 0 23 Feb 2022
CsFEVER and CTKFacts: Acquiring Czech data for fact verification Herbert Ullrich Jan Drchal Martin Rýpar Hana Vincourová Václav Moravec HILM 25 9 0 26 Jan 2022
Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing Shailza Jolly Pepa Atanasova Isabelle Augenstein 33 13 0 13 Dec 2021
WikiContradiction: Detecting Self-Contradiction Articles on Wikipedia Cheng-Mao Hsu Cheng-Te Li Diego Sáez-Trumper Yi-Zhan Hsu SSL 24 13 0 16 Nov 2021
Dataset of Fake News Detection and Fact Verification: A Survey Taichi Murayama GNN 26 38 0 05 Nov 2021
Automated Fact-Checking: A Survey Xia Zeng Amani S. Abumansour A. Zubiaga HILM 180 95 0 23 Sep 2021
Integrating Pattern- and Fact-based Fake News Detection via Model Preference Learning Qiang Sheng Xueyao Zhang Juan Cao L. Zhong GNN 19 52 0 23 Sep 2021
Semi-Supervised Exaggeration Detection of Health Science Press Releases Dustin Wright Isabelle Augenstein 25 12 0 30 Aug 2021
A Survey on Automated Fact-Checking Zhijiang Guo M. Schlichtkrull Andreas Vlachos 27 457 0 26 Aug 2021
NoFake at CheckThat! 2021: Fake News Detection Using BERT Sushma Kumari 26 11 0 11 Aug 2021
FaVIQ: FAct Verification from Information-seeking Questions Jungsoo Park Sewon Min Jaewoo Kang Luke Zettlemoyer Hannaneh Hajishirzi HILM 32 37 0 05 Jul 2021
FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information Rami Aly Zhijiang Guo M. Schlichtkrull James Thorne Andreas Vlachos Christos Christodoulopoulos O. Cocarascu Arpit Mittal HILM 25 174 0 10 Jun 2021
Cross-Domain Label-Adaptive Stance Detection Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 25 72 0 15 Apr 2021
How does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution Mingfei Guo Xiuying Chen Juntao Li Dongyan Zhao Rui Yan GNN 39 12 0 10 Mar 2021
Mind the Gap: Assessing Temporal Generalization in Neural Language Models Angeliki Lazaridou A. Kuncoro E. Gribovskaya Devang Agrawal Adam Liska ... Sebastian Ruder Dani Yogatama Kris Cao Susannah Young Phil Blunsom VLM 30 207 0 03 Feb 2021
Evidence-based Factual Error Correction James Thorne Andreas Vlachos KELM OffRL 19 53 0 31 Dec 2020
Generating Fact Checking Briefs Angela Fan Aleksandra Piktus Fabio Petroni Guillaume Wenzek Marzieh Saeidi Andreas Vlachos Antoine Bordes Sebastian Riedel HILM 16 57 0 10 Nov 2020
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 218 248 0 19 Oct 2020
Data-Efficient Pretraining via Contrastive Self-Supervision Nils Rethmeier Isabelle Augenstein 20 20 0 02 Oct 2020
Multi-Hop Fact Checking of Political Claims W. Ostrowski Arnav Arora Pepa Atanasova Isabelle Augenstein LRM 27 38 0 10 Sep 2020
Time-Aware Evidence Ranking for Fact-Checking Liesbeth Allein Isabelle Augenstein Marie-Francine Moens HILM 19 17 0 10 Sep 2020
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 ... Giovanni Da San Martino Ahmed Abdelali Hassan Sajjad Kareem Darwish Preslav Nakov 16 102 0 15 Jul 2020
That is a Known Lie: Detecting Previously Fact-Checked Claims Shaden Shaar Giovanni Da San Martino Nikolay Babulkov Preslav Nakov HILM 44 153 0 12 May 2020
Elastic weight consolidation for better bias inoculation James Thorne Andreas Vlachos 17 11 0 29 Apr 2020
Generating Fact Checking Explanations Pepa Atanasova J. Simonsen Christina Lioma Isabelle Augenstein 17 188 0 13 Apr 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018