BERT models for Arabic text classification: a systematic review

AS Alammary - Applied Sciences, 2022 - mdpi.com
Bidirectional Encoder Representations from Transformers (BERT) has gained increasing
attention from researchers and practitioners as it has proven to be an invaluable technique …

Fighting the COVID-19 infodemic in social media: A holistic perspective and a call to arms

F Alam, F Dalvi, S Shaar, N Durrani… - Proceedings of the …, 2021 - ojs.aaai.org
With the outbreak of the COVID-19 pandemic, people turned to social media to read and to
share timely information including statistics, warnings, advice, and inspirational stories …

A literature review on detecting, verifying, and mitigating online misinformation

A Bodaghi, KA Schmitt, P Watine… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Social media use has transformed communication and made social interaction more
accessible. Public microblogs allow people to share and access news through existing and …

ArCOV19-rumors: Arabic COVID-19 twitter dataset for misinformation detection

F Haouari, M Hasanain, R Suwaileh… - arXiv preprint arXiv …, 2020 - arxiv.org
In this paper we introduce ArCOV19-Rumors, an Arabic COVID-19 Twitter dataset for
misinformation detection composed of tweets containing claims from 27th January till the …

Eating garlic prevents COVID-19 infection: Detecting misinformation on the Arabic content of Twitter

S Alqurashi, B Hamoui, A Alashaikh, A Alhindi… - arXiv preprint arXiv …, 2021 - arxiv.org
The rapid growth of social media content during the current pandemic provides useful tools
for disseminating information which has also become a root for misinformation. Therefore …

Findings of the NLP4IF-2021 shared tasks on fighting the COVID-19 infodemic and censorship detection

S Shaar, F Alam, GDS Martino, A Nikolov… - arXiv preprint arXiv …, 2021 - arxiv.org
We present the results and the main findings of the NLP4IF-2021 shared tasks. Task 1
focused on fighting the COVID-19 infodemic in social media, and it was offered in Arabic …

Multimodal Arabic rumors detection

RM Albalawi, AT Jamal, AO Khadidos… - IEEE Access, 2023 - ieeexplore.ieee.org
Recently, the use of social media platforms has increased with ease of use and fast
accessibility, making such platforms a place of rumor proliferation owing to the lack of …

Detecting Arabic fake news using machine learning

A Khalil, M Jarrah, M Aldwairi… - … on Intelligent Data …, 2021 - ieeexplore.ieee.org
The rise of fake news has been the subject of several research studies in the last decade.
This is due to the increasing number of Internet users and the simplicity in posting news over …

[HTML][HTML] Multi-label multi-class COVID-19 Arabic Twitter dataset with fine-grained misinformation and situational information annotations

R Obeidat, M Gharaibeh, M Abdullah… - PeerJ Computer …, 2022 - peerj.com
Since the inception of the current COVID-19 pandemic, related misleading information has
spread at a remarkable rate on social media, leading to serious implications for individuals …

Generative artificial intelligence in topic-sentiment classification for Arabic text: a comparative study with possible future directions

F Alderazi, A Algosaibi, M Alabdullatif… - PeerJ Computer …, 2024 - peerj.com
Social media platforms have become essential for disseminating news and expressing
individual sentiments on various life topics. Arabic, widely used in the Middle East, presents …