Semantics- and Syntax-related Subvectors in the Skip-gram Embeddings

December 23, 2019 ยท Declared Dead ยท ๐Ÿ› AAAI Conference on Artificial Intelligence

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Authors Maxat Tezekbayev, Zhenisbek Assylbekov, Rustem Takhanov arXiv ID 1912.13413 Category cs.CL: Computation & Language Citations 2 Venue AAAI Conference on Artificial Intelligence Last Checked 5 months ago
Abstract
We show that the skip-gram embedding of any word can be decomposed into two subvectors which roughly correspond to semantic and syntactic roles of the word.
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