Hope Speech Detection Using Social Media Discourse (Posi-Vox-2024): A Transfer Learning Approach

Hope Speech Detection Using Social Media Discourse (Posi-Vox-2024): A Transfer Learning Approach

Background: The notion of hope is characterized as an optimistic expectation or anticipation of favorable outcomes. In the age of extensive social media usage, research has primarily focused on monolingual techniques, and the Urdu and Arabic languages have not been addressed. Purpose: This study...

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Bibliographic Details
Main Authors: Muhammad Ahmad, Usman Sardar, Farid Humaira, Ameer Iqra, Muhammad Muzzamil, Ameer Hmaza, Grigori Sidorov, Ildar Batyrshin
Format: Article
Language:English
Published: National Research University Higher School of Economics 2024-12-01
Series:Journal of Language and Education
Subjects:
Hope Speech
BERT
Mashine learning
Twitter Analysis
Social Media
Transfer learning
Online Access:https://jle.hse.ru/article/view/22443
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