Computing distributed representations of words using the CoRoLa corpus

Proceedings of the Romanian Academy Series A-Mathematics Physics Technical Sciences Information Science

Vasile PĂIS¹ 

关键词: neural networks;    word embeddings;    vector representation;    CoRoLa.;   

DOI  :  

学科分类：计算机科学（综合）

来源: Editura Academiei Romane

【 摘 要 】

We investigate the usability of the CoRoLa corpus for generating high quality vectorrepresentations of words for Romanian language. Different model parameters are tested and modelquality is compared in three test cases: two word analogies data sets and a word similarity correlationwith human judgment. Furthermore, we prove that CoRoLa provides superior word representationscompared to other known Romanian corpora, such as the Wikipedia corpus.

【 授权许可】

Unknown