In general, we found the "MM" approach can perform better since it inherently incorporates both the "burstiness" and "lexical cohesiveness" of the event tweets, while the "Spike" approach relies solely on the "burstiness" property.
most previous summarization studies focus on the well-formatted news documents, as driven by the annual DUC 2 and TAC 3 evaluations.