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Apr, 2024
领域专属问答的检索增强生成
Retrieval Augmented Generation for Domain-specific Question Answering
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Sanat Sharma, David Seunghyun Yoon, Franck Dernoncourt, Dewang Sultania, Karishma Bagga...
TL;DR
为Adobe产品建立内部问答系统,提出了一种新的框架来编译大型问答数据库并发展了基于检索感知的大型语言模型微调方法,展示了微调检索器在最终生成中带来的重大改进,降低了生成过程中的幻觉并在上下文中保留了最新的检索信息以实现情境基础。
Abstract
question answering
(QA) has become an important application in the advanced development of
large language models
. General pre-trained
large langu
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