Overview of the clef–2022 checkthat! lab on fighting the covid-19 infodemic and fake news detection

P Nakov, A Barrón-Cedeño, G da San Martino… - … Conference of the Cross …, 2022 - Springer
We describe the fifth edition of the CheckThat! lab, part of the 2022 Conference and Labs of
the Evaluation Forum (CLEF). The lab evaluates technology supporting tasks related to …

[PDF][PDF] Overview of the CLEF-2022 CheckThat! Lab: Task 3 on Fake News Detection.

J Köhler, GK Shahi, JM Struß, M Wiegand… - CLEF (Working …, 2022 - ceur-ws.org
This paper describes the results of the CheckThat! Lab 2022 Task 3. This is the fifth edition
of the lab, which concentrates on the evaluation of technologies supporting three tasks …

Meta-prompt based learning for low-resource false information detection

Y Huang, M Gao, J Wang, J Yin, K Shu, Q Fan… - Information Processing & …, 2023 - Elsevier
The wide spread of false information has detrimental effects on society, and false information
detection has received wide attention. When new domains appear, the relevant labeled data …

Emulating Reader Behaviors for Fake News Detection

J Yin, M Gao, K Shu, Z Zhao, Y Huang… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
The wide dissemination of fake news has affected our lives in many aspects, making fake
news detection important and attracting increasing attention. Existing approaches make …

Detecting incongruent news articles using multi-head attention dual summarization

S Kumar, G Kumar, SR Singh - … of the 2nd Conference of the Asia …, 2022 - aclanthology.org
With the increasing use of influencing incongruent news headlines for spreading fake news,
detecting incongruent news articles has become an important research challenge. Most of …

Gated Recursive and Sequential Deep Hierarchical Encoding for Detecting Incongruent News Articles

S Kumar, D Kumar, SR Singh - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the increase in misinformation across digital platforms, incongruent news detection is
becoming an important research problem. Earlier, researchers have exploited various …

[PDF][PDF] Fakes within context of historical knowledge interacting with language and thought structures: Interdisciplinary model

AA Sharapkova, AM Merkulova - Nauchnyi dialog, 2023 - researchgate.net
The phenomenon of fake news is considered as a multifaceted scientific problem that cannot
be solved without using an interdisciplinary approach. The relevance of the study is due to …

[HTML][HTML] Фейки в контексте взаимодействия исторического знания с языковыми и мыслительными структурами: междисциплинарная модель

АА Шарапкова, АМ Меркулова - Научный диалог, 2023 - cyberleninka.ru
Рассмотрен феномен fake news в качестве многоаспектной научной проблемы,
неразрешимой без использования междисциплинарного подхода. Актуальность …

Adversarial and Safely Scaled Question Generation

S Sankar, Z Dong - arXiv preprint arXiv:2210.09467, 2022 - arxiv.org
Question generation has recently gained a lot of research interest, especially with the advent
of large language models. In and of itself, question generation can be considered'AI-hard' …

A study on effective feature extraction and genetic algorithm based feature selection method in fake news detection classification using machine learning approaches.

R İncir, M Yağanoğlu, F Bozkurt - … Üniversitesi Fen Bilimleri …, 2024 - search.ebscohost.com
In today's technology, information spreads quickly through online social networks, making
our lives easier. However, when false news is shared without critical evaluation, it can harm …