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Apr, 2022
语言模型作为知识库的综述
A Review on Language Models as Knowledge Bases
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Badr AlKhamissi, Millicent Li, Asli Celikyilmaz, Mona Diab, Marjan Ghazvininejad
TL;DR
本文回顾了最近关于使用预先训练的自然语言处理语言模型作为知识库的文献，提出了应该具备的一些方面，探讨了这种方法相较于传统知识库的优势在于无需人工监督进行的无监督学习。
Abstract
Recently, there has been a surge of interest in the NLP community on the use of
pretrained language models
(LMs) as
knowledge bases
(KBs). Researchers have shown that LMs trained on a sufficiently large (web) cor
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