Article

Zero-Shot Large Language Models for Long Clinical Text Summarization with Temporal Reasoning

2025-07-23

Abstract excerpt

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, their Retrieval Augmented Generation (RAG) variants and chain-of-thought (CoT) prompting on long-context clinical summa...

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Literature Corpus work: 3bcd941c-28eb-56c7-bdb6-e5747ae1cd6d
DOI: 10.1101/2025.07.21.25331947

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