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Xiao-Hui Liang

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#natural language process... Preprint Oct 2026

PAT: A Personality-Driven Augmentation and Transfer Learning Framework for Depression Detection on Social Media

Depression is a prevalent mental disorder that affects millions worldwide, with early detection crucial for effective intervention. While exist?ing methods have achieved promising results in automated depression detection, they face two key limitations: (1) noise in post screening: symptom-based semantic screening is e...

Shen Zheng, Yu-Zhe Ding, Xiao-Hui Liang et al. · 0 citations

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