2012in one key way: whereas they look only at events of interest (which they assume to be already identified in the data), we look at the entire text of a given pathology report, without relying on sentence-level annotation of any kind.
we hypothesize that the usefulness of incorporating precise grammatical information about negation scope generalizes to the document level.