Selective Attention Federated Learning: Improving Privacy and Efficiency for Clinical Text Classification

Yue Li, Lihong Zhang

Federated Learning (FL) faces major challenges regarding communication overhead and model privacy when training large language models (LLMs), especially in healthcare applications.…