Federated Learning and Generalizability of Clinical Language Models
Webinar
Language models (LMs) such as BERT and GPT have brought remarkable advancements to natural language processing (NLP). Nevertheless, privacy-sensitive domains, particularly in the medical field, confront challenges in training LMs due to limited data access and stringent privacy regulations like the Health Insurance Portability and Accountability Act (HIPPA) and the General Data Protection Regulation (GDPR).
