2025
Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction
EMNLP 2025
Recent advances in large language models (LLMs) have shown potential in clinical text summarization, but their ability to handle long patient trajectories with multi-modal data spread across time remains underexplored. This study systematically evaluates several state-of-the-art open-source LLMs, th