Overview of the CLEF–2021 CheckThat! lab on detecting check-worthy claims, previously fact-checked claims, and fake news

P Nakov, G Da San Martino, T Elsayed… - Experimental IR Meets …, 2021 - Springer
We describe the fourth edition of the CheckThat! Lab, part of the 2021 Conference and Labs
of the Evaluation Forum (CLEF). The lab evaluates technology supporting tasks related to …

[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 …

[PDF][PDF] TOBB ETU at CheckThat!-2022: Detecting Attention-Worthy and Harmful Tweets and Check-Worthy Claims.

AB Eyuboglu, MB Arslan, E Sonmezer, M Kutlu - CLEF (Working Notes), 2022 - ceur-ws.org
In this paper, we present our participation in CLEF 2022 CheckThat! Lab's Task 1 on
detecting checkworthy and verifiable claims and attention-worthy and harmful tweets. We …

Building a framework for fake news detection in the health domain

JR Martinez-Rico, L Araujo, J Martinez-Romo - Plos one, 2024 - journals.plos.org
Disinformation in the medical field is a growing problem that carries a significant risk.
Therefore, it is crucial to detect and combat it effectively. In this article, we provide three …

Fight against misinformation on social media: Detecting attention-worthy and harmful tweets and verifiable and check-worthy claims

AB Eyuboglu, B Altun, MB Arslan, E Sonmezer… - … Conference of the Cross …, 2023 - Springer
In this paper, we present our participation in CLEF 2022 CheckThat! Lab's Task 1 on
detecting check-worthy and verifiable claims and attention-worthy and harmful tweets. We …

Cross-lingual transfer learning for check-worthy claim identification over Twitter

M Hasanain, T Elsayed - arXiv preprint arXiv:2211.05087, 2022 - arxiv.org
Misinformation spread over social media has become an undeniable infodemic. However,
not all spreading claims are made equal. If propagated, some claims can be destructive, not …

[PDF][PDF] PoliMi-FlatEarthers at CheckThat!-2022: GPT-3 applied to claim detection.

S Agresti, SA Hashemian, MJ Carman - CLEF (Working Notes), 2022 - ceur-ws.org
A crucial task when fighting online misinformation is the automatic filtering of potential claims
among the millions of posts and texts uploaded every day to social media. Most approaches …

Exploring the impact of training datasets on Turkish stance detection

MS Zengin, BU Yenisey… - Turkish Journal of Electrical …, 2023 - journals.tubitak.gov.tr
Stance detection has garnered considerable attention from researchers due to its broad
range of applications, including fact-checking and social computing. While state-of-the-art …

Enabling Effective Arabic Information Retrieval on the Web and Social Media

MG HASANAIN - 2022 - qspace.qu.edu.qa
Arabic is one of the most dominant languages on the Web and social media. The huge and
ever-growing Arabic user generated content, further motivated by the ongoing political …

[PDF][PDF] Natural Language Processing Journal

R Panchendrarajan, A Zubiaga - zubiaga.org
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 …