Our method rests on the simple observation that an entity which participates in many different events on one day is likely to have participated in events in recent days.
we can judge whether an entity pair is good for paraphrasing by looking at the history of the frequencies that the entity pair is mentioned in the news streams, which is the time series of that entity pair.