In order to produce comparative results with the best-performing system at TempEval-3, namely UTTime (Laokulrat et al., 2013) for the above task, we follow the guidelines and use the same datasets provided by the organizers (UzZaman et al., 2013).
whereas most prior studies have focused on temporal expressions and events, there has been a lack of work looking at the temporal orientation of word senses.