%0 Journal Article %T TempEval-3: Evaluating Events, Time Expressions, and Temporal Relations %A Naushad UzZaman %A Hector Llorens %A James Allen %A Leon Derczynski %A Marc Verhagen %A James Pustejovsky %J Computer Science %D 2012 %I arXiv %X We describe the TempEval-3 task which is currently in preparation for the SemEval-2013 evaluation exercise. The aim of TempEval is to advance research on temporal information processing. TempEval-3 follows on from previous TempEval events, incorporating: a three-part task structure covering event, temporal expression and temporal relation extraction; a larger dataset; and single overall task quality scores. %U http://arxiv.org/abs/1206.5333v2