Collaboration of Large and Small Language Models with Iterative Reflection Framework for Clinical Note Summarization

Generating clinical notes from doctor-patient dialogues is a critical task in medical artificial intelligence.Existing me-thods typically rely on large language models(LLMs) with few-shot demonstrations but often struggle to integrate sufficient domain-specific knowledge,leading to suboptimal and le...

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Kaituhi matua:	ZHONG Boyang, RUAN Tong, ZHANG Weiyan, LIU Jingping
Hōputu:	Artigo
Reo:	Chinês
I whakaputaina:	Editorial office of Computer Science 2025-09-01
Rangatū:	Jisuanji kexue
Ngā marau:	large language model\|medical pre-trained model\|summarization generation\|large model reflection\|collaboration of large and small models
Urunga tuihono:	https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2025-52-9-294.pdf
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!

Collaboration of Large and Small Language Models with Iterative Reflection Framework for Clinical Note Summarization

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