Fighting an infodemic: Covid-19 fake news dataset

P Patwa, S Sharma, S Pykl, V Guptha, G Kumari… - … Online Hostile Posts in …, 2021 - Springer
… a fake news detection dataset containing 10,700 fake and real news related to COVID-19. We
… and can be used to develop automatic fake news and rumor detection algorithms. We also …

An explainable fake news detector based on named entity recognition and stance classification applied to covid-19

G De Magistris, S Russo, P Roma, JT Starczewski… - Information, 2022 - mdpi.com
… of fake news has become an important issue, especially during the worldwide COVID-19
This study proposes an automatic fake news detection system that supports or disproves the …

The COVID-19 fake news detection in Thai social texts

P Mookdarsanit, L Mookdarsanit - Bulletin of Electrical Engineering and …, 2021 - beei.org
… To detect fake news in Thai texts, Thai-NLP … Thai COVID-19 fake news detection among
word relations using transfer learning models. For pre-training from the global open COVID-19

Toxic Fake News Detection and Classification for Combating COVID-19 Misinformation

MA Wani, M ELAffendi, KA Shakil… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
… The prime objective of this article is to detect toxic fake news related to COVID-19 disease
on social media and thus limit the efforts put into investing in all the fake news categories …

Cross-lingual covid-19 fake news detection

J Du, Y Dou, C Xia, L Cui, J Ma… - … Conference on Data …, 2021 - ieeexplore.ieee.org
… We start by curating a COVID-19 news dataset in Chinese based … fake news detection
framework named CrossFake based on pre-trained language models. To deal with the long news

Hostility detection and covid-19 fake news detection in social media

A Gupta, R Sukumaran, K John, S Teki - arXiv preprint arXiv:2101.05953, 2021 - arxiv.org
… Hostility detection task. Additionally, we built models to identify fake news related to Covid-19
in … word embeddings and achieve a 0.93 F1 score on the English fake news detection task. …

Selective feature sets based fake news detection for COVID-19 to manage infodemic

M Narra, M Umer, S Sadiq, H Karamti… - IEEE …, 2022 - ieeexplore.ieee.org
… This study works on the detection of COVID-19 fake news detection. Experiments in this work
are carried out using feature extraction (TF-IDF and BoW) and feature selection techniques …

Covid-19 fake news sentiment analysis

C Iwendi, S Mohan, E Ibeke, A Ahmadian… - Computers and electrical …, 2022 - Elsevier
… and are then used to detect the fake news regarding Covid-19 from social media using state-…
texts and then using these features for fake news detection instead of the texts. After feature …

Cross-SEAN: A cross-stitch semi-supervised neural attention model for COVID-19 fake news detection

WS Paka, R Bansal, A Kaushik, S Sengupta… - Applied Soft …, 2021 - Elsevier
… This work introduced the task of COVID-19 fake news detection on Twitter. We collected
related tweets from diverse sources. Post human annotations, we proposed CTF, the first …

Acceptance of a Covid-19 vaccine is associated with ability to detect fake news and health literacy

I Montagni, K Ouazzani-Touhami… - Journal of public …, 2021 - academic.oup.com
… against the SARS-CoV-2 and detection of fake news about Covid-19 as well as HL. We
intended to verify whether the detection of fake news changed or not the intention to get …