2025
Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models
EMNLP 2025
The growing capabilities of Large Language Models (LLMs) can enhance healthcare by assisting medical researchers, physicians, and improving access to health services for patients. LLMs encode extensive knowledge within their parameters, including medical knowledge derived from many sources. However,