Bengali Fake News Detection: Transfer Learning Based Technique with Masked LM Process by BERT

Author:

Saha Sourav,Sarker Aditi,Chakraborty ParthaORCID,Yousuf Mohammad Abu

Publisher

Springer Nature Switzerland

Reference37 articles.

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2. News, U.: During this coronavirus pandemic, fake news is putting lives at risk: Unesco. https://news.un.org/en/story/2020/04/1061592. (access at 10.00 a.m. on November 23, 2021)

3. Mobs beat five dead for kidnapping, daily star (2019). https://www.thedailystar.net/frontpage/news/mobs-beat-2-dead-kidnapping-1774471. (access at 4.00 p.m. on November 23, 2021)

4. Sharma, A.S., Mridul, M.A., Islam, M.S.: “Automatic detection of satire in bangla documents: A CNN approach based on hybrid feature extraction model. arXiv preprint arXiv:1911.11062 (2019). (access at 9.00 a.m. on November 24, 2021)

5. Islam, T., Latif, S., Ahmed, N.: Using social networks to detect malicious Bangla text content. In: 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), pp. 1–4 (2019). (access at 11.00 a.m. on December 02, 2021)

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1. Enhancing Bangla Fake News Detection Using Bidirectional Gated Recurrent Units and Deep Learning Techniques;Proceedings of the 7th International Conference on Networking, Intelligent Systems and Security;2024-04-18

2. Identification of Fake News in Low-Resource Language: A Deep Learning Approach;2023 15th International Congress on Advanced Applied Informatics Winter (IIAI-AAI-Winter);2023-12-11

3. A Transformer Based Model for Bangla Fake News Detection Using DistilBERT;2023 5th International Conference on Sustainable Technologies for Industry 5.0 (STI);2023-12-09

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