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

arXiv:2610.15044 · cs.CL · Submitted 2026-10-10 · Read on arXiv

cs.CL

Submitted: 2026-10-10

Updated: 2026-10-10

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Transfer Learning — 1× in this paper · explained in 13 episodes

Sources

• ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation
• Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression

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