In future work, we will attempt to learn social networks from novels (Elson et al., 2010), which should provide constraints on all instances of communication between a speaker and an addressee.
the big -and unsolved, as far as we know -challenge is to automatically assign turns to interlocutors, given the varied and often inconsistent presentation of direct speech turns in novels.