NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings

Abstract

Inducing multilingual word embeddings by learning a linear map between embedding spaces of different languages achieves remarkable accuracy on related languages. However, accuracy drops substantially when translating between distant languages.