The second step of our approach is to extract the 5W1H
semantic elements for key event. We first label semantic roles in the headline and topic sentences and then we improve the results with two methods: (1) using a list of trigger words to filter interesting events, and (2) using NER and heuristic rules to match semantic roles with 5W