We propose a novel annotation approach to address this dilemma.
we propose to build a dependency tree structure for the entire document where the nodes of the tree are events and time expressions, as well as a few pre-defined "meta" nodes that are not anchored to a span of text in the document The building blocks of this dependency structure are pairs of events and time expressions in which the child event/time expression depends on its parent event/time expression for its temporal interpretation.