Semantics- and Syntax-related Subvectors in the Skip-gram Embeddings
Computation and Language
2020-01-01 v1
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.
Cite
@article{arxiv.1912.13413,
title = {Semantics- and Syntax-related Subvectors in the Skip-gram Embeddings},
author = {Maxat Tezekbayev and Zhenisbek Assylbekov and Rustem Takhanov},
journal= {arXiv preprint arXiv:1912.13413},
year = {2020}
}
Comments
2 pages, 1 figure, Student Abstract