As expected from the fact that Multiply and Categorical differ only in how the verb vector is learned, the results of these two models are virtually identical, outperforming both baselines and the Additive model by a significant margin.
in Section 3.2 we showed how a pregroup algebra and vector spaces can be modeled as compact closed categories and how product categories allow us to relate the objects and morphisms of one category to those of another.