Fake news detection in Dravidian languages using transfer learning with adaptive finetuning

E Raja, B Soni, SK Borgohain - Engineering Applications of Artificial …, 2023 - Elsevier
Fake news has become a major challenge for online platforms and society as a whole, with
potentially harmful consequences for individuals and organizations. While there has been a …

Hindi fake news detection using transformer ensembles

A Praseed, J Rodrigues, PS Thilagam - Engineering Applications of …, 2023 - Elsevier
In the past few decades, due to the growth of social networking sites such as Whatsapp and
Facebook, information distribution has been at a level never seen before. Knowing the …

Monolingual and Multilingual Misinformation Detection for Low-Resource Languages: A Comprehensive Survey

X Wang, W Zhang, S Rajtmajer - arxiv preprint arxiv:2410.18390, 2024 - arxiv.org
In today's global digital landscape, misinformation transcends linguistic boundaries, posing
a significant challenge for moderation systems. While significant advances have been made …

CovTiNet: Covid text identification network using attention-based positional embedding feature fusion

MR Hossain, MM Hoque, N Siddique… - Neural Computing and …, 2023 - Springer
Covid text identification (CTI) is a crucial research concern in natural language processing
(NLP). Social and electronic media are simultaneously adding a large volume of Covid …

Kurdish fake news detection based on machine learning approaches

DA Salh, RM Nabi - Passer journal of basic and applied …, 2023 - passer.garmian.edu.krd
The widespread use of social media platforms and the internet has increased information
sharing, including both true and false news. Detecting fake news is challenging, and several …

A comparative study of machine learning approaches for rumors detection in Covid-19 tweets

N Ashraf, H Nayel, M Taha - 2022 2nd International Mobile …, 2022 - ieeexplore.ieee.org
Analysing social media content becomes a crucial task due to the tremendous usage of
social media platforms. In the era of COVID-19, detecting rumors becomes a vital task. In …

Enriching contextualized semantic representation with textual information transmission for COVID-19 fake news detection: a study on English and Persian

M Ghayoomi - Digital Scholarship in the Humanities, 2023 - academic.oup.com
The COVID-19 pandemic provided an infodemic situation to face people in the society with a
massive amount of information due to accessing social media, such as Twitter and …

bytesizedllm@ dravidianlangtech 2024: Fake news detection in dravidian languages-unleashing the power of custom subword tokenization with subword2vec and …

R Kodali, D Manukonda - Proceedings of the Fourth Workshop on …, 2024 - aclanthology.org
This paper focuses on detecting fake news in resource-constrained languages, particularly
Malayalam. We present a novel framework combining subword tokenization, Sanskrit …

[PDF][PDF] Persian Rumor Detection Using a MultiClassifier Fusion Approach

A Mansouri, M Mahmoudi, M Farhoodi… - International Journal of …, 2024 - journal.itrc.ac.ir
During the last few years, rumor and its rapid diffusion via social media have affected public
opinions, even in some important such as presidential elections. One of the main …

[PDF][PDF] Rumors Detection on Social Platforms Using NLP Methods

N Ashraf - 2023 - fci.stafpu.bu.edu.eg
Social media platforms have grown rapidly in recent years, with billions of people worldwide
using them for communication, entertainment, and information. Social media development …