[HTML][HTML] Detection of Depression Severity in Social Media Text Using Transformer-Based Models

A Qasim, G Mehak, N Hussain, A Gelbukh, G Sidorov - Information, 2025 - mdpi.com
Depression, a serious mental health disorder, requires accurate classification for effective
intervention. Existing methods often fail to capture nuanced emotional and linguistic cues …

[HTML][HTML] ORUD-Detect: A Comprehensive Approach to Offensive Language Detection in Roman Urdu Using Hybrid Machine Learning–Deep Learning Models with …

N Hussain, A Qasim, G Mehak, O Kolesnikova… - Information, 2025 - mdpi.com
With the rapid expansion of social media, detecting offensive language has become critically
important for healthy online interactions. This poses a considerable challenge for low …