Semantics- and Syntax-related Subvectors in the Skip-gram Embeddings (Student Abstract)

Maxat Tezekbayev; Zhenisbek Assylbekov; Rustem Takhanov

Semantics- and Syntax-related Subvectors in the Skip-gram Embeddings (Student Abstract)

Maxat Tezekbayev, Zhenisbek Assylbekov, Rustem Takhanov

Department of Mathematics

Research output: Contribution to conference › Abstract › peer-review

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.

Original language	English
Number of pages	2
Publication status	Published - 2020

Access to Document

https://aaai.org/Papers/AAAI/2020GB/SA-TezekbayevM.601.pdf

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title = "Semantics- and Syntax-related Subvectors in the Skip-gram Embeddings (Student Abstract)",

abstract = "We show that the skip-gram embedding of any word can bedecomposed into two subvectors which roughly correspondto semantic and syntactic roles of the word.",

author = "Maxat Tezekbayev and Zhenisbek Assylbekov and Rustem Takhanov",

year = "2020",

language = "English",

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T1 - Semantics- and Syntax-related Subvectors in the Skip-gram Embeddings (Student Abstract)

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AU - Assylbekov, Zhenisbek

AU - Takhanov, Rustem

PY - 2020

Y1 - 2020

N2 - We show that the skip-gram embedding of any word can bedecomposed into two subvectors which roughly correspondto semantic and syntactic roles of the word.

AB - We show that the skip-gram embedding of any word can bedecomposed into two subvectors which roughly correspondto semantic and syntactic roles of the word.

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