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Many events referred to on Twitter are of a periodic nature, characterized by roughly constant time intervals in between occur- rences. Examples are annual music fes- tivals, weekly television programs, …...

First Story Detection is hard because the most accurate systems become pro- gressively slower with each document processed. We present a novel ap- proach to FSD, which operates in constant …...