In this section, we evaluate our learned representations on their ability to capture semantic, rather than syntactic, information.
we investigate a set-expansion task in which we're given a corpus and a few "seed" noun phrases from a semantic category (e.g., Superheroes), and our goal is to identify other examples of the category in the corpus.