Tackling the Infodemic: Analysis Using Transformer Based Models

Anand Zutshi, Aman Raj

CONSTRAINT@AAAI, 2021

This paper presents how we tackled the COVID 19 Fake News Detection in English subtask in the SHARED TASK@ CONSTRAINT 2021 using RoBERTa We perform extensive analysis to understand the pattern of the data distribution To achieve an F1 score of 0 96, we incorporate external sources of misinformation and fine tune multiple state of the art pretrained deep learning models In the end, we visualise the true and false positives predicted by our model as improvement in future work © 2021, Springer Nature Switzerland AG

Cited by 1 publication.

Field of study: Computer Science

10.1007/978-3-030-73696-5_10