My understanding is that romance books include everything where the core of the story is the relationship. It can be wrapped in mystery, fantasy, politics, superheroes, or warring space armadas but if the gist to the story is a romantic relationship between two people, the story is romance. The details and the wrapper is where the author shows off.
Different folks can them as they see them but that's the broadest most reasknable definition I've seen.