Semantics- and Syntax-related Subvectors in the Skip-gram Embeddings
arXiv:1912.13413
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.
2 pages, 1 figure, Student Abstract