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Dec, 2022
词嵌入独立分量代表语义特征
Independent Components of Word Embeddings Represent Semantic Features
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Tomáš Musil, David Mareček
TL;DR
本文使用独立分量分析算法分析单词嵌入，发现独立分量可以用于找到单词的语义特征，并可轻松组合这些特征来搜索满足条件的单词，其中稳定性强。
Abstract
independent component analysis
(ICA) is an
algorithm
originally developed for finding separate sources in a mixed signal, such as a recording of multiple people in the same room speaking at the same time. It has
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