Yerzhan Baiburin

A new text representation model enriched with semantic relations

2015

In this paper we present a novel approach based on efficient text representation which employs semantic relations between words. We use singular value decomposition of the co-occurrence matrix to overcome its noise and sparseness. Thereby, …