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

2019-12-23Code Available0· sign in to hype

Maxat Tezekbayev, Zhenisbek Assylbekov, Rustem Takhanov

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github.com/MaxatTezekbayev/Semantics--and-Syntax-related-Subvectors-in-the-Skip-gram-Embeddings
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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.

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

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Abstract

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