The VerbNet hierarchy was broken down to a flat list of roles, following the model of SemAF-SR. Further, we merged some of the roles to 'multi-roles' on the assumption that the reduced and coarser role inventory makes it easier to distinguish roles.
this assumption was not confirmed, as we obtained low IAA for RI-I.