SemEval-2013 Task 1: TempEval-3: Evaluating Time Expressions, Events, and Temporal Relations

Naushad UzZaman, Héctor Llorens, Leon Derczynski, James F. Allen, Marc Verhagen, James D. Pustejovsky · 2013

Within the SemEval-2013 evaluation exercise, the TempEval-3 shared task aims to advance research on temporal information processing. It follows on from TempEval-1 and-2, with: a three-part structure covering temporal expression, event, and temporal relation extraction; a larger dataset; and new single measures to rank systems – in each task and in general. In this paper, we describe the participants’ approaches, results, and the observations from the results, which may guide future research in this area. 1

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