Multi task opinion enhanced hybrid BERT model for mental health analysis

Multi task opinion enhanced hybrid BERT model for mental health analysis

Abstract Understanding the nuanced emotions and points of view included in user-generated content remains challenging, even though text data analysis for mental health is a crucial instrument for assessing emotional well-being. Most current models neglect the significance of integrating viewpoints i...

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Bibliographic Details
Main Authors: Md. Mithun Hossain, Md. Shakil Hossain, M. F. Mridha, Mejdl Safran, Sultan Alfarhood
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Opinion-BERT
Opinions embedding
Hybrid BERT
Mental health sentiment analysis
Multi-task learning
Online Access:https://doi.org/10.1038/s41598-025-86124-6
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