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With the popularity of social network, once a new event happened, people discuss and propagate the fresh information about the event on the social network platform widely. In order to track the spreading of events on Twitter, First Story Detection (FSD), an interesting task to find first stories about events from a continuous twitter stream, appeared and is gaining increasing amount of significance...