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Complex software applications expose hundreds of commands to users through intricate menu hierarchies. One of the most popular productivity software suites, Microsoft Office, has recently developed functionality that allows users to issue free-form text queries to a search system to quickly find commands they want to execute, retrieve help documentation or access web results in a unified interface. In this paper, we analyze millions of search sessions originating from within Microsoft Officedoi:10.1145/3176349.3176395 dblp:conf/chiir/BotaFDRR18 fatcat:hhpayyamn5bblekftbuhln5wvq