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The rise of large data streams introduces new challenges regarding the delivery of relevant content towards an information need. This information need can be seen as a broad topic of information. One possible strategy to tackle the delivery of the most relevant documents regarding this broader topic is summarization. TREC 2017 Real-Time Summarization (RTS) provides a testbed for the development of stream based real-time summarization systems. Leveraging on the social media network, Twitter, thedblp:conf/trec/GoncalvesMM17 fatcat:dywedw2pf5fgvjguhmkbyypzmq