[HTML][HTML] Claim detection for automated fact-checking: A survey on monolingual, multilingual and cross-lingual research

R Panchendrarajan, A Zubiaga - Natural Language Processing Journal, 2024‏ - Elsevier
Automated fact-checking has drawn considerable attention over the past few decades due to
the increase in the diffusion of misinformation on online platforms. This is often carried out as …

Claim verification in the age of large language models: A survey

A Dmonte, R Oruche, M Zampieri, P Calyam… - arxiv preprint arxiv …, 2024‏ - arxiv.org
The large and ever-increasing amount of data available on the Internet coupled with the
laborious task of manual claim and fact verification has sparked the interest in the …

Kinitveraai at semeval-2023 task 3: Simple yet powerful multilingual fine-tuning for persuasion techniques detection

T Hromadka, T Smolen, T Remis, B Pecher… - arxiv preprint arxiv …, 2023‏ - arxiv.org
This paper presents the best-performing solution to the SemEval 2023 Task 3 on the subtask
3 dedicated to persuasion techniques detection. Due to a high multilingual character of the …

Generative large language models in automated fact-checking: A survey

I Vykopal, M Pikuliak, S Ostermann, M Šimko - arxiv preprint arxiv …, 2024‏ - arxiv.org
The dissemination of false information on online platforms presents a serious societal
challenge. While manual fact-checking remains crucial, Large Language Models (LLMs) …

Similarity over Factuality: Are we making progress on multimodal out-of-context misinformation detection?

SI Papadopoulos, C Koutlis, S Papadopoulos… - arxiv preprint arxiv …, 2024‏ - arxiv.org
Out-of-context (OOC) misinformation poses a significant challenge in multimodal fact-
checking, where images are paired with texts that misrepresent their original context to …

A Survey on Automatic Credibility Assessment of Textual Credibility Signals in the Era of Large Language Models

I Srba, O Razuvayevskaya, JA Leite, R Moro… - arxiv preprint arxiv …, 2024‏ - arxiv.org
In the current era of social media and generative AI, an ability to automatically assess the
credibility of online social media content is of tremendous importance. Credibility …

HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims

M van der Meer, P Korshunov, S Marcel… - arxiv preprint arxiv …, 2025‏ - arxiv.org
Misinformation can be countered with fact-checking, but the process is costly and slow.
Identifying checkworthy claims is the first step, where automation can help scale fact …

FactCheckBureau: Build Your Own Fact-Check Analysis Pipeline

O Balalau, P Bertaud-Velten, Y El Fraihi… - Proceedings of the 33rd …, 2024‏ - dl.acm.org
Fact-checkers are overwhelmed by the volume of claims they need to pay attention to fight
misinformation. Even once debunked, a claim may still be spread by people unaware that it …

ExU: AI Models for Examining Multilingual Disinformation Narratives and Understanding their Spread

J Vasilakes, Z Zhao, I Vykopal, M Gregor… - arxiv preprint arxiv …, 2024‏ - arxiv.org
Addressing online disinformation requires analysing narratives across languages to help
fact-checkers and journalists sift through large amounts of data. The ExU project focuses on …

Autonomation, not automation: Activities and needs of fact-checkers as a basis for designing human-centered ai systems

A Hrckova, R Moro, I Srba, J Simko… - arxiv preprint arxiv …, 2022‏ - arxiv.org
To mitigate the negative effects of false information more effectively, the development of
Artificial Intelligence (AI) systems assisting fact-checkers is needed. Nevertheless, the lack of …