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

23 Dec 2019 · Maxat Tezekbayev, Zhenisbek Assylbekov, Rustem Takhanov ·

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

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