Topic-Aware Multi-Task Mental Health Classification with Active Learning-Based Stepwise Relabeling for Social Media Conversations

Mental health conditions affect millions of people worldwide, yet many cases go undetected until they reach a critical stage. Social media platforms like Reddit have become spaces where people openly share their experiences, but the support is often provided by individuals without clinical training.