FedMental: Evaluating Federated Learning for Mental Health Detection from Social Media Data 事件

FedMental: Evaluating Federated Learning for Mental Health Detection from Social Media Data arXiv:2605.18936v2 Announce Type: replace-cross Abstract: 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 ML techniques can enable safer data sharing while pr