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hello this is Meg issue a senior research scientist from Dai group at Bloomberg in this video we are going to be focusing on demonstrating the functionality of Bloombergs NS TNT News theme system we built an SDM driven by the simple motive to provide a clean no boubier Frannie given new search therefore we decided to go beyond just ranking individual stories but to leverage clustering techniques to let the body will speak further to that we also decided to go beyond just drawing headlines or to leverage summarization techniques to produce those even shorter summary labels the NS TM system is available to Boompa clients on Bloomberg terminal which is a subscription service for financial professionals and therefore not available for a mobile demo so we make this video instead to showcase the functionality love this unique system for more background and a technical breakdown loveless system please check out our presentation at the ACO 2020 system demonstration track as well as the paper