Dominant Disciplinary and Thematic Approaches to Automated Fact-Checking: A Scoping Review and Reflection

L Kavtaradze - Digital Journalism, 2024 - Taylor & Francis
As artificial intelligence (AI) has become pervasive in journalistic production, the influence of
algorithms on media practices has grown. We must always consider the interdisciplinary …

Systematic Literature Review in the Development of Datasets and Fact Verification Models for Indonesian Language

N Agustina, E Utami, T Hidayat - 2024 7th International …, 2024 - ieeexplore.ieee.org
This study explores the major challenges in fact verification for the Indonesian language due
to gaps in managing dynamic information, uncertainties from linguistic variations, and the …

Pipeline and dataset generation for automated fact-checking in almost any language

J Drchal, H Ullrich, T Mlynář, V Moravec - Neural Computing and …, 2024 - Springer
This article presents a pipeline for automated fact-checking leveraging publicly available
language models and data. The objective is to assess the accuracy of textual claims using …

AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG task

H Ullrich, T Mlynář, J Drchal - arXiv preprint arXiv:2410.11446, 2024 - arxiv.org
This paper describes our $3^{rd} $ place submission in the AVeriTeC shared task in which
we attempted to address the challenge of fact-checking with evidence retrieved in the wild …

BenCzechMark: A Czech-centric Multitask and Multimetric Benchmark for Large Language Models with Duel Scoring Mechanism

M Fajcik, M Docekal, J Dolezal, K Ondrej… - arXiv preprint arXiv …, 2024 - arxiv.org
We present BenCzechMark (BCM), the first comprehensive Czech language benchmark
designed for large language models, offering diverse tasks, multiple task formats, and …

Resources and Few-shot Learners for In-context Learning in Slavic Languages

M Štefánik, M Kadlčík, P Gramacki, P Sojka - arXiv preprint arXiv …, 2023 - arxiv.org
Despite the rapid recent progress in creating accurate and compact in-context learners, most
recent work focuses on in-context learning (ICL) for tasks in English. However, the ability to …

Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish

RF Cekinel, P Karagoz, C Coltekin - arXiv preprint arXiv:2403.00411, 2024 - arxiv.org
The rapid spread of misinformation through social media platforms has raised concerns
regarding its impact on public opinion. While misinformation is prevalent in other languages …

RETRIEVAL OF AUTHORITIES AND THEIR EVIDENCE FOR RUMOR VERIFICATION IN ARABIC SOCIAL MEDIA

F HAOUARI - 2024 - qspace.qu.edu.qa
Social media platforms have become a medium for rapidly spreading rumors along with
emerging events. Those rumors may have a lasting effect on users' opinion even after it is …

Víceúlohové učení pro NLP klasifikátory

S Danil - 2023 - dspace.cvut.cz
Nedávné inovace v oblasti zpracování přirozeného jazyka (anglicky natural language
processing, NLP) umožnily vytvoření obecnějších neuronových jazykových modelů, které …

Automatizované ověřování faktů daty z české Wikipedie

M Tomáš - 2023 - dspace.cvut.cz
Automatické ověřování faktů v češtině pomáhá novinářům ověřovat tvrzení v boji proti šíření
dezinformací. Tato práce navazuje na předchozí výzkum provedený v AIC, představuje …