By then, "Earthquake" was trending on Twitter Search with thousands of updates 2 .
it is a daunting task for people to find out information they are interested in from such a huge number of news tweets, thus motivating us to conduct some kind of information extraction such as event mining, where SRL plays a crucial role (Surdeanu et al., 2003).