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Sep, 2021
让BERT开口说话:用伪词引导上下文化向量空间导航
Putting Words in BERT's Mouth: Navigating Contextualized Vector Spaces with Pseudowords
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Taelin Karidi, Yichu Zhou, Nathan Schneider, Omri Abend, Vivek Srikumar
TL;DR
文章利用伪单词探索了BERT空间中的区域,发现了在区域之间存在着感知空缺。
Abstract
We present a method for exploring regions around individual points in a
contextualized vector space
(particularly,
bert
space), as a way to investigate how these regions correspond to
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