Automated Fact-Checking for Assisting Human Fact-Checkers

13 March 2021

Preslav Nakov

David Corney

Maram Hasanain

Firoj Alam

Tamer Elsayed

Alberto Barrón-Cedeño

Paolo Papotti

Shaden Shaar

Giovanni Da San Martino

HILM

HAI

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Papers citing "Automated Fact-Checking for Assisting Human Fact-Checkers"

31 / 31 papers shown

Title
How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models Jaeyoung Lee Ximing Lu Jack Hessel Faeze Brahman Youngjae Yu Yonatan Bisk Yejin Choi Saadia Gabriel 36 3 0 29 Jun 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments Zhenrui Yue Huimin Zeng Lanyu Shang Yifan Liu Yang Zhang Dong Wang RALM 43 2 0 14 Jun 2024
Document-level Claim Extraction and Decontextualisation for Fact-Checking Zhenyun Deng M. Schlichtkrull Andreas Vlachos HILM 40 3 0 05 Jun 2024
Temporal Blind Spots in Large Language Models Jonas Wallat Adam Jatowt Avishek Anand 41 3 0 22 Jan 2024
Adapting Fake News Detection to the Era of Large Language Models Jinyan Su Claire Cardie Preslav Nakov DeLMO 40 18 0 02 Nov 2023
Automated Claim Matching with Large Language Models: Empowering Fact-Checkers in the Fight Against Misinformation Eun Cheol Choi Emilio Ferrara 46 17 0 13 Oct 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
Reading and Reasoning over Chart Images for Evidence-based Automated Fact-Checking Mubashara Akhtar O. Cocarascu Elena Simperl 21 25 0 27 Jan 2023
Automated multilingual detection of Pro-Kremlin propaganda in newspapers and Telegram posts Veronika Solopova Oana-Iuliana Popescu Christoph Benzmüller Tim Landgraf 18 22 0 25 Jan 2023
The State of Human-centered NLP Technology for Fact-checking Anubrata Das Houjiang Liu Venelin Kovatchev Matthew Lease HILM 27 61 0 08 Jan 2023
Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 Treatments Ethan Mendes Yang Chen Wei-ping Xu Alan Ritter 11 14 0 19 Dec 2022
Exploring Fake News Detection with Heterogeneous Social Media Context Graphs Gregor Donabauer Udo Kruschwitz GNN EgoV 30 9 0 13 Dec 2022
Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation Max Glockner Yufang Hou Iryna Gurevych OffRL 38 38 0 25 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
Harnessing Abstractive Summarization for Fact-Checked Claim Detection Varad Bhatnagar Diptesh Kanojia Kameswari Chebrolu HILM 30 8 0 10 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
Z-Index at CheckThat! Lab 2022: Check-Worthiness Identification on Tweet Text Prerona Tarannum Firoj Alam Md. Arid Hasan S. R. H. Noori 19 6 0 15 Jul 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 36 1 0 11 May 2022
ProtoTEx: Explaining Model Decisions with Prototype Tensors Anubrata Das Chitrank Gupta Venelin Kovatchev Matthew Lease Junjie Li 31 26 0 11 Apr 2022
Matching Tweets With Applicable Fact-Checks Across Languages Ashkan Kazemi Zehua Li Verónica Pérez-Rosas Scott A. Hale Rada Mihalcea 28 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
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
SciClops: Detecting and Contextualizing Scientific Claims for Assisting Manual Fact-Checking Panayiotis Smeros Carlos Castillo Karl Aberer 31 11 0 25 Oct 2021
Explainable Fact-checking through Question Answering Jing Yang D. Vega-Oliveros Taís Seibt Anderson de Rezende Rocha HILM 27 14 0 11 Oct 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 30 44 0 23 Sep 2021
Overview of the CLEF--2021 CheckThat! Lab on Detecting Check-Worthy Claims, Previously Fact-Checked Claims, and Fake News Preslav Nakov Giovanni Da San Martino Tamer Elsayed Alberto Barrón-Cedeño Rubén Míguez ... Gautam Kishore Shahi Julia Maria Struß Thomas Mandl Mucahid Kutlu Yavuz Selim Kartal 79 92 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 70 26 0 14 Sep 2021
A Survey on Automated Fact-Checking Zhijiang Guo M. Schlichtkrull Andreas Vlachos 27 459 0 26 Aug 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
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