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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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Uloženo v:
Hlavní autoři: Muhammad Ahmad, Usman Sardar, Farid Humaira, Ameer Iqra, Muhammad Muzzamil, Ameer Hmaza, Grigori Sidorov, Ildar Batyrshin
Médium: Artigo
Jazyk:Inglês
Vydáno: National Research University Higher School of Economics 2024-12-01
Edice:Journal of Language and Education
Témata:
Hope Speech
BERT
Mashine learning
Twitter Analysis
Social Media
Transfer learning
On-line přístup:https://jle.hse.ru/article/view/22443
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