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Ubiquitous Knowledge Processing Lab Papers

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Ubiquitous Knowledge Processing Lab

Ubiquitous Knowledge Processing Lab: Research Institution — Prolific Citations Library

Browse 1 peer-reviewed paper from Ubiquitous Knowledge Processing Lab spanning Human-Computer Interaction (2026). Research powered by Prolific's high-quality participant data.

This page lists 1 peer-reviewed paper from researchers at Ubiquitous Knowledge Processing Lab in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.

Papers (1 of 1)

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

Authors: J Geng, J Tonglet, I Gurevych

Year: 2026

Published in: arXiv preprint arXiv:2510.23508, 2025•arxiv.org

Institution: KU Leuven, TU Darmstadt, Ubiquitous Knowledge Processing Lab, MBZUAI, ATHENE

Research Area: Human-Computer Interaction

Discipline: Machine Learning, Artificial Intelligence

M4FC is a new dataset that addresses limitations in existing multimodal fact-checking datasets by providing multilingual and multicultural claims verified by professional fact-checkers across six fact-checking tasks.

Methods: The dataset was created by pairing 4,982 images with 6,980 claims, which were verified by professional fact-checkers from 22 organizations covering diverse cultural and geographic contexts. The claims are available in up to ten languages and span six different multimodal fact-checking tasks.

Key Findings: The study measured the efficacy of the M4FC dataset across six multimodal fact-checking tasks, with a focus on how combining intermediate tasks affects the performance of verdict prediction.

Citations: 3

Sample Size: 6980