Trans-gram, Fast Cross-lingual Word-embeddings

no code implementations • EMNLP 2015 • Jocelyn Coulmance, Jean-Marc Marty, Guillaume Wenzek, Amine Benhalloum

We introduce Trans-gram, a simple and computationally-efficient method to simultaneously learn and align wordembeddings for a variety of languages, using only monolingual data and a smaller set of sentence-aligned data.

Cross-Lingual Word Embeddings General Classification +6