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Automatically generated tags and geotags hold great promise to improve access to video collections and online communities. We overview three tasks offered in the MediaEval 2010 benchmarking initiative, for each, describing its use scenario, definition and the data set released. For each task, a reference algorithm is presented that was used within MediaEval 2010 and comments are included on lessons learned. The Tagging Task, Professional involves automatically matching episodes in a collectiondoi:10.1145/1991996.1992047 dblp:conf/mir/LarsonSS11 fatcat:64ojdcpp3rda3bdt5zfl3knura