Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract)

Maxat Tezekbayev; Zhenisbek Assylbekov; Rustem Takhanov

doi:10.1609/aaai.v34i10.7241

Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract)

Authors

Maxat Tezekbayev Nazarbayev University
Zhenisbek Assylbekov Nazarbayev University
Rustem Takhanov Nazarbayev University

DOI:

https://doi.org/10.1609/aaai.v34i10.7241

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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Published

2020-04-03

How to Cite

Tezekbayev, M., Assylbekov, Z., & Takhanov, R. (2020). Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract). Proceedings of the AAAI Conference on Artificial Intelligence, 34(10), 13937-13938. https://doi.org/10.1609/aaai.v34i10.7241