Operating machine learning across natural language processing techniques for improvement of fabricated news model
K Sharifani, M Amini, Y Akbari… - … Journal of Science …, 2022 - papers.ssrn.com
Fake news or fabricated news, refers to false information published under the guise of being
authentic news, often to influence political views. Fabricated news articles are a threat to …
authentic news, often to influence political views. Fabricated news articles are a threat to …
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 …
attention from researchers and practitioners as it has proven to be an invaluable technique …
Optimizing fake news detection for Arabic context: A multitask learning approach with transformers and an enhanced Nutcracker Optimization Algorithm
The rapid proliferation of news and posts across social media platforms has spawned a
concerning wave of misinformation. Disseminating false information and news significantly …
concerning wave of misinformation. Disseminating false information and news significantly …
[HTML][HTML] Enhancing hierarchical attention networks with CNN and stylistic features for fake news detection
The rise of social media platforms has led to a proliferation of false information in various
forms. Identifying malicious entities on these platforms is challenging due to the complexities …
forms. Identifying malicious entities on these platforms is challenging due to the complexities …
The detection of fake news in arabic tweets using deep learning
Fake news has been around for a long time, but the rise of social networking applications
over recent years has rapidly increased the growth of fake news among individuals. The …
over recent years has rapidly increased the growth of fake news among individuals. The …
Multimodal Arabic rumors detection
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 …
accessibility, making such platforms a place of rumor proliferation owing to the lack of …
Arabic fake news detection in social media context using word embeddings and pre-trained transformers
The quick spread of fake news in different languages on social platforms has become a
global scourge threatening societal security and the government. Fake news is usually …
global scourge threatening societal security and the government. Fake news is usually …
A systematic literature review and meta-analysis of studies on online fake news detection
The ubiquitous access and exponential growth of information available on social media
networks have facilitated the spread of fake news, complicating the task of distinguishing …
networks have facilitated the spread of fake news, complicating the task of distinguishing …
Arabic rumor detection using contextual deep bidirectional language modeling
In today's world, news outlets have changed dramatically; newspapers are obsolete, and
radio is no longer in the picture. People look for news online and on social media, such as …
radio is no longer in the picture. People look for news online and on social media, such as …
Arabic fake news detection using deep learning
In recent years, the explosive growth of social media platforms has led to the rapid spread of
vast amounts of false news and rumors on the internet. This disrupts various news sources …
vast amounts of false news and rumors on the internet. This disrupts various news sources …