Overview of the CLEF-2024 CheckThat! lab: check-worthiness, subjectivity, persuasion, roles, authorities, and adversarial robustness

A Barrón-Cedeño, F Alam, JM Struß, P Nakov… - … Conference of the Cross …, 2024 - Springer
We describe the seventh edition of the CheckThat! lab, part of the 2024 Conference and
Labs of the Evaluation Forum (CLEF). Previous editions of CheckThat! focused on the main …

Semeval-2024 task 4: Multilingual detection of persuasion techniques in memes

D Dimitrov, F Alam, M Hasanain, A Hasnat… - Proceedings of the …, 2024 - aclanthology.org
The automatic identification of misleading and persuasive content has emerged as a
significant issue among various stakeholders, including social media platforms …

Decoding persuasion: a survey on ML and NLP methods for the study of online persuasion

D Bassi, S Fomsgaard… - Frontiers in Communication, 2024 - frontiersin.org
The proliferation of digital communication has profoundly transformed the landscape of
persuasive discourse. Online platforms have amplified the reach and impact of persuasive …

Grounding fallacies misrepresenting scientific publications in evidence

M Glockner, Y Hou, P Nakov, I Gurevych - arXiv preprint arXiv:2408.12812, 2024 - arxiv.org
Health-related misinformation claims often falsely cite a credible biomedical publication as
evidence, which superficially appears to support the false claim. The publication does not …

Detecting Propaganda Techniques in Code-Switched Social Media Text

MU Salman, A Hanif, S Shehata, P Nakov - arXiv preprint arXiv …, 2023 - arxiv.org
Propaganda is a form of communication intended to influence the opinions and the mindset
of the public to promote a particular agenda. With the rise of social media, propaganda has …

Holistic Inter-Annotator Agreement and Corpus Coherence Estimation in a Large-scale Multilingual Annotation Campaign

N Stefanovitch, J Piskorski - … of the 2023 Conference on Empirical …, 2023 - aclanthology.org
In this paper we report on the complexity of persuasion technique annotation in the context
of a large multilingual annotation campaign involving 6 languages and approximately 40 …

Media Framing: A Typology and Survey of Computational Approaches Across Disciplines

J Otmakhova, S Khanehzar… - Proceedings of the 62nd …, 2024 - aclanthology.org
Framing studies how individuals and societies make sense of the world, by communicating
or representing complex issues through schema of interpretation. The framing of information …

[PDF][PDF] Misleading but not fake: Measuring the difference between manipulativeness discernment and veracity discernment using psychometrically validated tests

R Maertens, N Said, J Buder, J Roozenbeek - PsyArxiv Preprints, 2023 - researchgate.net
Misinformation continues to pose a substantial societal problem, but the measurement of
misinformation susceptibility has often been done using non-validated tests. Furthermore …

Understanding News Creation Intents: Frame, Dataset, and Method

Z Wang, D Wang, Q Sheng, J Cao, S Su, Y Sun… - arXiv preprint arXiv …, 2023 - arxiv.org
As the disruptive changes in the media economy and the proliferation of alternative news
media outlets, news intent has progressively deviated from ethical standards that serve the …

[HTML][HTML] Limitations of Large Language Models in Propaganda Detection Task

J Szwoch, M Staszkow, R Rzepka, K Araki - Applied Sciences, 2024 - mdpi.com
Propaganda in the digital era is often associated with online news. In this study, we focused
on the use of large language models and their detection of propaganda techniques in the …