We used a rule-based method to extract temporal expressions and used Stanford parser (De Marneffe et al., 2006) to analyze association between the temporal expressions and the extractions.
we define that an extraction is associated with a temporal expression if there is an arc from the predicate of the extraction to the temporal expression in the dependency tree.