For direct comparisons, we tested our subevents using the same test data and the same evaluation setting as the previous multi-faceted event recognition research by (Huang and Riloff, 2013).
they have annotated 300 new articles that each contains a civil unrest keyword and only 101 of them are actually civil unrest stories.