George Mulcaire

Massively Multilingual Word Embeddings

2016 · arXiv (Cornell University)

We introduce new methods for estimating and evaluating embeddings of words in more than fifty languages in a single shared embedding space. Our estimation methods, multiCluster and multiCCA, use dictionaries and monolingual data; they do …