To measure how well word embeddings are mixed across languages, we draw on concepts from network science.
some cross-  (b) high modularity Figure 1: An example of a low modularity (languages mixed) and high modularity cross-lingual word embedding lexical graph using k-nearest neighbors of "eat" (left) and "firefox" (right) in English and Japanese.