CMTA: COVID-19 Misinformation Multilingual Analysis on Twitter

no code implementations • ACL 2021 • Raj Pranesh, Mehrdad Farokhenajd, Ambesh Shekhar, Genoveva Vargas-Solar

To access the performance of the CMTA multilingual model, we performed a comparative analysis of 8 monolingual model and CMTA for the misinformation detection task.

Misinformation Rumour Detection +1

COVID-19 Misinformation on Twitter: Multilingual Analysis

no code implementations • 6 Jan 2021 • Raj Ratn Pranesh, Mehrdad Farokhenajd, Ambesh Shekhar, Genoveva Vargas-Solar

This paper presents a multilingual COVID-19 related tweet analysis method, CMTA, that usesBERT, a deep learning model for multilingual tweet misinformation detection and classification. CMTA extracts features from multilingual textual data, which is then categorized into specific information classes.

Misinformation Rumour Detection