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AlpaPICO: Extraction of PICO frames from clinical trial documents using LLMs.

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第一作者： Madhusudan,Ghosh

第一单位： School of Mathematical and Computational Sciences, Indian Association for the Cultivation of Science, India. Electronic address: madhusuda.iacs@gmail.com.

作者： Madhusudan,Ghosh ^[1] ; Shrimon,Mukherjee ^[2] ; Asmit,Ganguly ^[3] ; Partha,Basuchowdhuri ^[4] ; Sudip Kumar,Naskar ^[5] ; Debasis,Ganguly ^[6]

作者单位： School of Mathematical and Computational Sciences, Indian Association for the Cultivation of Science, India. Electronic address: madhusuda.iacs@gmail.com. ^[1] School of Mathematical and Computational Sciences, Indian Association for the Cultivation of Science, India. Electronic address: iacsshrimon@gmail.com. ^[2] Computer Science and Engineering, Indian Institute of Technology, Patna, India. Electronic address: asmitganguly.personal@gmail.com. ^[3] School of Mathematical and Computational Sciences, Indian Association for the Cultivation of Science, India. Electronic address: partha.basuchowdhuri@iacs.res.in. ^[4] Department of Computer Science and Engineering, Jadavpur University, India. Electronic address: sudip.naskar@gmail.com. ^[5] School of Computing Science, University of Glasgow, United Kingdom of Great Britain and Northern Ireland. Electronic address: Debasis.Ganguly@glasgow.ac.uk. ^[6]

关键词 Bio-medical NER In-context learning Instruction tuning LLM Llama PICO frame extraction

医学主题词人类(Humans);临床试验(主题)(Clinical Trials as Topic);自然语言处理(Natural Language Processing);数据挖掘(Data Mining)

DOI 10.1016/j.ymeth.2024.04.005

PMID 38643910

发布时间 2024-05-16

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准确一般字义偏差语意偏离译文作用小提交