Multilingual Word Embeddings BWE methods can be extended to the case of multiple languages by simply mapping all the languages to the vector space of a selected language.
directly learning multilingual word embeddings (MWE) in a shared space has been shown to improve performance (Ammar et al., 2016;Duong et al., 2017;Chen and Cardie, 2018;Alaux et al., 2018).