To evaluate how our unsupervised method compares with methods that rely on a bilingual seed dictionary, we follow <cite>Conneau et al. (2018)</cite> , and compute a supervised baseline that uses the Procrustes solution directly on the seed dictionary (5000 pairs) to learn the mapping function, and then uses CSLS to do the nearest neighbor search.