To facilitate comparison with most of the recent previous work, we report results using gold mention boundaries.
our approach does not make any assumptions about the underlying mentions, so it is trivial to adapt it to predicted mention boundaries (e.g., see Haghighi and Klein (2010) for a simple mention detection model).