Lightweight BiLSTM-Attention Model Using GloVe for Multi-Class Mental Health Classification on Reddit

Mental health issues such as depression, stress, anxiety, and personality disorders are increasingly prevalent, particularly within online communities. This study proposes a lightweight and efficient multi-class classification framework to identify five mental health conditions using Reddit user-gen...

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Bibliographic Details

Published in:	Journal of Applied Informatics and Computing Vol. 9; no. 5; pp. 2899 - 2911
Main Authors:	Branwen, Devin, Emigawaty, Emigawaty
Format:	Journal Article
Language:	English
Published:	Politeknik Negeri Batam 21.10.2025
Subjects:	bi-directional lstm mental health natural language processing social media text classification
ISSN:	2548-6861, 2548-6861
Online Access:	Get full text
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