Multilingual hope speech detection from tweets using transfer learning models

Multilingual hope speech detection from tweets using transfer learning models

Abstract Social media has become a powerful tool for public discourse, shaping opinions and the emotional landscape of communities. The extensive use of social media has led to a massive influx of online content. This content includes instances where negativity is amplified through hateful speech bu...

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Bibliographic Details
Main Authors: Muhammad Ahmad, Iqra Ameer, Wareesa Sharif, Sardar Usman, Muhammad Muzamil, Ameer Hamza, Muhammad Jalal, Ildar Batyrshin, Grigori Sidorov
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Hope speech
Deep learning
Transfer learning
Bert
Roberta
SVM
Online Access:https://doi.org/10.1038/s41598-025-88687-w
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