BriefGPT.xyz
Sep, 2024
医疗领域大型语言模型摘要任务的评估:叙述性回顾
Evaluation of Large Language Models for Summarization Tasks in the Medical Domain: A Narrative Review
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Emma Croxford, Yanjun Gao, Nicholas Pellegrino, Karen K. Wong, Graham Wills...
TL;DR
本研究聚焦于医疗文本摘要任务的评估现状,揭示了目前评估方法的不足之处。通过对临床摘要任务的评价,我们提出了优化人类专家评估资源限制的未来方向。研究的关键发现可能为改善医疗文本生成的可靠性提供指导。
Abstract
Large Language Models
have advanced clinical
Natural Language Generation
, creating opportunities to manage the volume of medical text. However, the high-stakes nature of medicine requires reliable
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