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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Vydané v:	Journal of Applied Informatics and Computing Ročník 9; číslo 5; s. 2899 - 2911
Hlavní autori:	Branwen, Devin, Emigawaty, Emigawaty
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Politeknik Negeri Batam 21.10.2025
Predmet:	bi-directional lstm mental health natural language processing social media text classification
ISSN:	2548-6861, 2548-6861
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