Automated Fact Checking: Task formulations, methods and future directions

20 June 2018

Papers citing "Automated Fact Checking: Task formulations, methods and future directions"

47 / 47 papers shown

Title
Assessing the Potential of Generative Agents in Crowdsourced Fact-Checking Luigia Costabile Gian Marco Orlando V. Gatta V. Moscato 41 0 0 24 Apr 2025
Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition Gaole He Patrick Hemmer Michael Vossing Max Schemmer U. Gadiraju 47 0 0 19 Jan 2025
Entailment as Robust Self-Learner Jiaxin Ge Hongyin Luo Yoon Kim James R. Glass 42 3 0 26 May 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 52 116 0 22 May 2023
User Perceptions of Automatic Fake News Detection: Can Algorithms Fight Online Misinformation? Bruno Tafur Advait Sarkar GNN FaML 19 4 0 17 Apr 2023
An Overview on Language Models: Recent Developments and Outlook Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 33 42 0 10 Mar 2023
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning Hongyin Luo James R. Glass NAI 29 7 0 10 Mar 2023
ProVe: A Pipeline for Automated Provenance Verification of Knowledge Graphs against Textual Sources Gabriel Amaral Odinaldo Rodrigues Elena Simperl 22 3 0 26 Oct 2022
Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation Max Glockner Yufang Hou Iryna Gurevych OffRL 43 38 0 25 Oct 2022
Entity-based Claim Representation Improves Fact-Checking of Medical Content in Tweets Amelie Wuhrl Roman Klinger HILM MedIm 19 9 0 16 Sep 2022
Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training Xia Zeng A. Zubiaga 27 8 0 18 Aug 2022
Aggregating Pairwise Semantic Differences for Few-Shot Claim Veracity Classification Xia Zeng A. Zubiaga 39 1 0 11 May 2022
CoVERT: A Corpus of Fact-checked Biomedical COVID-19 Tweets I. Mohr Amelie Wuhrl Roman Klinger OffRL 24 26 0 26 Apr 2022
Fake news detection using parallel BERT deep neural networks Mahmood Farokhian V. Rafe H. Veisi GNN 22 14 0 10 Apr 2022
Evaluation of Fake News Detection with Knowledge-Enhanced Language Models Chenxi Whitehouse Tillman Weyde Pranava Madhyastha N. Komninos 24 25 0 01 Apr 2022
Automatic Detection of Entity-Manipulated Text using Factual Knowledge Ganesh Jawahar Muhammad Abdul-Mageed L. Lakshmanan DeLMO 22 10 0 19 Mar 2022
Synthetic Disinformation Attacks on Automated Fact Verification Systems Y. Du Antoine Bosselut Christopher D. Manning AAML OffRL 36 32 0 18 Feb 2022
Matching Tweets With Applicable Fact-Checks Across Languages Ashkan Kazemi Zehua Li Verónica Pérez-Rosas Scott A. Hale Rada Mihalcea 33 16 0 14 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
Measuring Attribution in Natural Language Generation Models Hannah Rashkin Vitaly Nikolaev Matthew Lamm Lora Aroyo Michael Collins Dipanjan Das Slav Petrov Gaurav Singh Tomar Iulia Turc David Reitter 39 174 0 23 Dec 2021
Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources Sahar Abdelnabi Rakibul Hasan Mario Fritz 26 74 0 30 Nov 2021
Dataset of Fake News Detection and Fact Verification: A Survey Taichi Murayama GNN 31 38 0 05 Nov 2021
FacTeR-Check: Semi-automated fact-checking through Semantic Similarity and Natural Language Inference Alejandro Martín Javier Huertas-Tato Álvaro Huertas-García Guillermo Villar-Rodríguez David Camacho HILM 25 31 0 27 Oct 2021
Automated Fact-Checking: A Survey Xia Zeng Amani S. Abumansour A. Zubiaga HILM 187 95 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 35 44 0 23 Sep 2021
UPV at CheckThat! 2021: Mitigating Cultural Differences for Identifying Multilingual Check-worthy Claims Ipek Baris Schlicht Angel Felipe Magnossão de Paula Paolo Rosso 42 11 0 19 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 70 26 0 14 Sep 2021
Graph-based Retrieval for Claim Verification over Cross-Document Evidence M. Mongiovì Aldo Gangemi 12 0 0 13 Sep 2021
A Survey on Automated Fact-Checking Zhijiang Guo M. Schlichtkrull Andreas Vlachos 29 460 0 26 Aug 2021
Misinformation Detection on YouTube Using Video Captions Raj Jagtap Abhinav Kumar Rahul Goel Shakshi Sharma Rajesh Sharma Clint P. George 25 21 0 02 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 27 174 0 10 Jun 2021
AraCOVID19-MFH: Arabic COVID-19 Multi-label Fake News and Hate Speech Detection Dataset Mohamed Seghir Hadj Ameur H. Aliane 18 18 0 07 May 2021
Extractive and Abstractive Explanations for Fact-Checking and Evaluation of News Ashkan Kazemi Zehua Li Verónica Pérez-Rosas Rada Mihalcea 32 14 0 27 Apr 2021
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation Tianyu Liu Yizhe Zhang Chris Brockett Yi Mao Zhifang Sui Weizhu Chen W. Dolan HILM 228 144 0 18 Apr 2021
$$Q^{2}$: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering$ $Q^{2}$ : Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering Or Honovich Leshem Choshen Roee Aharoni Ella Neeman Idan Szpektor Omri Abend HILM 36 138 0 16 Apr 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 41 207 0 03 Feb 2021
Transformer based Automatic COVID-19 Fake News Detection System Sunil Gundapu R. Mamidi 29 70 0 01 Jan 2021
Machine Generation and Detection of Arabic Manipulated and Fake News El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed Tariq Alhindi H. Cavusoglu DeLMO 24 50 0 05 Nov 2020
A Survey on Computational Propaganda Detection Giovanni Da San Martino S. Cresci Alberto Barrón-Cedeño Seunghak Yu Roberto Di Pietro Preslav Nakov 27 184 0 15 Jul 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 22 102 0 15 Jul 2020
Stance Prediction and Claim Verification: An Arabic Perspective Jude Khouja 17 58 0 21 May 2020
Claim Check-Worthiness Detection as Positive Unlabelled Learning Dustin Wright Isabelle Augenstein 27 6 0 05 Mar 2020
R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason Naoya Inoue Pontus Stenetorp Kentaro Inui 33 59 0 10 Oct 2019
It Takes Nine to Smell a Rat: Neural Multi-Task Learning for Check-Worthiness Prediction S. Vasileva Pepa Atanasova Lluís Màrquez i Villodre Alberto Barrón-Cedeño Preslav Nakov 26 46 0 19 Aug 2019
Automated Fact Checking in the News Room Sebastião Miranda David Nogueira Afonso Mendes Andreas Vlachos Andrew Secker Rebecca Garrett Jeff Mitchell Zita Marinho 52 47 0 03 Apr 2019
Neural Check-Worthiness Ranking with Weak Supervision: Finding Sentences for Fact-Checking Casper Hansen Christian B. Hansen Stephen Alstrup J. Simonsen Christina Lioma 14 43 0 20 Mar 2019
Predicting Factuality of Reporting and Bias of News Media Sources R. Baly Georgi Karadzhov D. Alexandrov James R. Glass Preslav Nakov 20 233 0 02 Oct 2018