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News aggregators gather thousands of news articles every day from across the world and cluster them into news stories comprising large numbers of articles about the same event. This is even augmented by the increasing amount of information in social media (e.g., Twitter, Facebook) where mass opinions about news events can be monitored. A promising way to reduce this bulk of highly redundant data i ...