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* We first introduce the timeline.  * We look at several domains where it has been applied, as well as its statistical formulation.  * We consider the central problems.  Timeline generation is a tool with incredible potential. It provides a broad and general framework for intelligently summarising heterogeneous data. We argue there are two areas where current TLG models fall short: the evaluation of timelines, and the inferential methods used to generate them.