However, the major shortcoming of these sorts of methods, including those aiming at more fine-grained typing, is that they assume that the set of candidate types is given as input, and the main remaining challenge is to pick the correct one(s).
our work yields descriptions that often indicate the type of entity, but typically are more natural-sounding and descriptive (e.g.