Multilingual hope speech detection: A Robust framework using transfer learning of fine-tuning RoBERTa model

Multilingual hope speech detection: A Robust framework using transfer learning of fine-tuning RoBERTa model

Hope Speech Detection (HSD) from social media is a new direction for promoting and supporting positive content to encourage harmony and positivity in society. As users of social media belong to different linguistic communities, hope speech detection is rarely studied as a multilingual task consideri...

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Bibliographic Details
Main Authors: Muhammad Shahid Iqbal Malik, Anna Nazarova, Mona Mamdouh Jamjoom, Dmitry I. Ignatov
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Transfer learning
Russian
XLM-RoBERTa
Hope speech
Translation-based
Multi-lingual
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157823002902

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http://www.sciencedirect.com/science/article/pii/S1319157823002902

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