Cover Image

M4FC: a Multimodal, Multilingual, Multicultural, Multitask Real-World Fact-Checking Dataset

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Geng, Jiahui, Tonglet, Jonathan, Gurevych, Iryna
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multimodal Large Language Models to Support Real-World Fact-Checking
by: Geng, Jiahui, et al.
Published: (2024)

COVE: COntext and VEracity prediction for out-of-context images
by: Tonglet, Jonathan, et al.
Published: (2025)

"Image, Tell me your story!" Predicting the original meta-context of visual misinformation
by: Tonglet, Jonathan, et al.
Published: (2024)

Is this chart lying to me? Automating the detection of misleading visualizations
by: Tonglet, Jonathan, et al.
Published: (2025)

Protecting multimodal large language models against misleading visualizations
by: Tonglet, Jonathan, et al.
Published: (2025)

NewsRECON: News article REtrieval for image CONtextualization
by: Tonglet, Jonathan, et al.
Published: (2026)

OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs
by: Iqbal, Hasan, et al.
Published: (2024)

ChartAttack: Testing the Vulnerability of LLMs to Malicious Prompting in Chart Generation
by: Ortiz-Barajas, Jesus-German, et al.
Published: (2026)

Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings
by: Liu, Chen Cecilia, et al.
Published: (2023)

Multilingual, Multimodal Pipeline for Creating Authentic and Structured Fact-Checked Claim Dataset
by: Hüsünbeyi, Z. Melce, et al.
Published: (2026)

Con Instruction: Universal Jailbreaking of Multimodal Large Language Models via Non-Textual Modalities
by: Geng, Jiahui, et al.
Published: (2025)

PASS-FC: Progressive and Adaptive Search Scheme for Fact Checking of Comprehensive Claims
by: Zhuang, Ziyu
Published: (2025)

LiveFC: A System for Live Fact-Checking of Audio Streams
by: V, Venktesh, et al.
Published: (2024)

Can LLMs Automate Fact-Checking Article Writing?
by: Sahnan, Dhruv, et al.
Published: (2025)

IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators
by: Paul, Indraneil, et al.
Published: (2024)

OpenFactCheck: Building, Benchmarking Customized Fact-Checking Systems and Evaluating the Factuality of Claims and LLMs
by: Wang, Yuxia, et al.
Published: (2024)

ViWikiFC: Fact-Checking for Vietnamese Wikipedia-Based Textual Knowledge Source
by: Le, Hung Tuan, et al.
Published: (2024)

FIRE: Fact-checking with Iterative Retrieval and Verification
by: Xie, Zhuohan, et al.
Published: (2024)

HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking
by: Vladika, Juraj, et al.
Published: (2023)

The CLEF-2026 CheckThat! Lab: Advancing Multilingual Fact-Checking
by: Struß, Julia Maria, et al.
Published: (2026)

Multilingual Previously Fact-Checked Claim Retrieval
by: Pikuliak, Matúš, et al.
Published: (2023)

M2QA: Multi-domain Multilingual Question Answering
by: Engländer, Leon, et al.
Published: (2024)

MultiClaimNet: A Massively Multilingual Dataset of Fact-Checked Claim Clusters
by: Panchendrarajan, Rrubaa, et al.
Published: (2025)

ChartCheck: Explainable Fact-Checking over Real-World Chart Images
by: Akhtar, Mubashara, et al.
Published: (2023)

Re3: A Holistic Framework and Dataset for Modeling Collaborative Document Revision
by: Ruan, Qian, et al.
Published: (2024)

Like a Good Nearest Neighbor: Practical Content Moderation and Text Classification
by: Bates, Luke, et al.
Published: (2023)

M$^{3}$D: A Multimodal, Multilingual and Multitask Dataset for Grounded Document-level Information Extraction
by: Liu, Jiang, et al.
Published: (2024)

RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking
by: Yang, Shuo, et al.
Published: (2025)

Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework
by: Dycke, Nils, et al.
Published: (2025)

Citation Failure: Definition, Analysis and Efficient Mitigation
by: Buchmann, Jan, et al.
Published: (2025)

Co-FactChecker: A Framework for Human-AI Collaborative Claim Verification Using Large Reasoning Models
by: Sahnan, Dhruv, et al.
Published: (2026)

Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon
by: Koto, Fajri, et al.
Published: (2024)

Annotation Tool and Dataset for Fact-Checking Podcasts
by: Setty, Vinay, et al.
Published: (2025)

A Survey of Confidence Estimation and Calibration in Large Language Models
by: Geng, Jiahui, et al.
Published: (2023)

RU22Fact: Optimizing Evidence for Multilingual Explainable Fact-Checking on Russia-Ukraine Conflict
by: Zeng, Yirong, et al.
Published: (2024)

The Lou Dataset -- Exploring the Impact of Gender-Fair Language in German Text Classification
by: Waldis, Andreas, et al.
Published: (2024)

PeerQA: A Scientific Question Answering Dataset from Peer Reviews
by: Baumgärtner, Tim, et al.
Published: (2025)

Analyzing Dataset Annotation Quality Management in the Wild
by: Klie, Jan-Christoph, et al.
Published: (2023)

Large Language Models for Multilingual Previously Fact-Checked Claim Detection
by: Vykopal, Ivan, et al.
Published: (2025)

ConspirED: A Dataset for Cognitive Traits of Conspiracy Theories and Large Language Model Safety
by: Bates, Luke, et al.
Published: (2025)