作者位次 #2/4ACL 2026Poster· Natural Language Processing
F ed M ental: Evaluating Federated Learning for Mental Health Detection from Social Media Data
Nuredin Ali Abdelkadir · Anjali Ratnam · Zeerak Talat · Stevie Chancellor
摘要
Social media text data are often used to train Machine Learning (ML) models to identify users exhibiting high-risk mental health behaviors. However, sharing this sensitive data poses privacy risks and limits the growth of benchmark datasets. We comprehensively evaluate whether privacy-preserving...