Evaluating Word Embeddings with Categorical Modularity

Sílvia Casacuberta, Karina Halevy, Damián E. Blasi

We introduce categorical modularity, a novel low-resource intrinsic metric to evaluate word embedding quality. Categorical modularity is a graph modularity metric based on the $k$-…