Enhancing Bangla Fake News Detection Using Bidirectional Gated Recurrent Units and Deep Learning Techniques

U Roy, MS Tahosin, MM Hasan, T Islam… - Proceedings of the 7th …, 2024 - dl.acm.org
The rise of fake news has made the need for effective detection methods, including in
languages other than English, increasingly important. The study aims to address the …

Bangla fake news detection using machine learning, deep learning and transformer models

RI Rasel, AH Zihad, N Sultana… - 2022 25th International …, 2022 - ieeexplore.ieee.org
News Categorization is one of the primary applications of Text Classification, especially,
Fake news classification. In recent days, many researchers have done plenty of work on …

Bangla fake news detection using hybrid deep learning models

MRH Shezan, MN Zawad, YA Shahed… - Applied Informatics for …, 2023 - api.taylorfrancis.com
four hybrid deep learning models using Convolutional Neural Networks (CNN), Long Short
Term Memory (LSTM), and Bi-LSTM trained on a publicly available Bangla fake news …

An efficient deep learning technique for bangla fake news detection

MS Rahman, FB Ashraf… - 2022 25th International …, 2022 - ieeexplore.ieee.org
People connect with a plethora of information from many online portals due to the availability
and ease of access to the internet and electronic communication devices. However, news …

Bangla fake news detection based on multichannel combined CNN-LSTM

MZH George, N Hossain, MR Bhuiyan… - 2021 12th …, 2021 - ieeexplore.ieee.org
There have recently been many cases of unverified or misleading information circulating
quickly over bogus web networks and news portals. This false news creates big damage to …

Fake news detection based on deep learning

AJ Keya, S Afridi, AS Maria, SS Pinki… - … on Science & …, 2021 - ieeexplore.ieee.org
Fake news is invalid and misleading information that is conveyed as accurate news. Fake
news detection has become indispensable in modern society because of the extreme …

A study towards Bangla fake news detection using machine learning and deep learning

E Hossain, M Nadim Kaysar… - … Analysis and Deep …, 2022 - Springer
Abstract Verifying Bangla Fake news is challenging, especially if there are many updates
from various sources such as social media or online news portals. This study aims to identify …

A deep hybrid learning approach to detect bangla fake news

QAR Adib, MHK Mehedi, MS Sakib… - 2021 5th …, 2021 - ieeexplore.ieee.org
Fake news has become a genuine threat to political, economical, religious and social
stability. Although there has been an enormous amount of study done on the detection of …

Bnnetxtreme: an enhanced methodology for Bangla fake news detection online

Z Wahid, AA Imran, MRI Rifat - International Conference on Computational …, 2022 - Springer
In the last couple of years, the government, and the public have shown a lot of interest in
fake news on Bangladesh's fast-growing online news sites, as there have been significant …

A Transformer Based Model for Bangla Fake News Detection Using DistilBERT

MN Abdal, MHK Oshie, MA Haque… - 2023 5th International …, 2023 - ieeexplore.ieee.org
Fake news is widely disseminated and constitutes an imminent danger to society since it
may shift public opinion, affect elections, and stir up social unrest. For an informed and …