Our task is similar to task A and C of TempEval-1 (Verhagen et al., 2007) in the sense that we attempt to identify temporal relation between events and time expressions or document dates.
we do not use a restricted set of events, but focus primarily on a single temporal relation t link instead of named relations like BE-FORE, AFTER or OVERLAP (although we show that we can incorporate these as well).