We have also used a named entity tagger trained specifically on the Twitter data 3 (Ritter et al., 2011) to directly extract named entities from tweets.
we have conducted experiments on a Twitter corpus and the results show that our proposed approach outperforms TwiCal, the state-ofthe-art open event extraction system, by 7.7% in F-measure.