Greg Corrado

BilBOWA: Fast Bilingual Distributed Representations without Word Alignments

We introduce BilBOWA (Bilingual Bag-of-Words without Alignments), a simple and computationally-efficient model for learning bilingual distributed representations of words which can scale to large monolingual datasets and does not require word-aligned parallel training data. Instead it trains directl…