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The Webis Query Segmentation Corpus 2010 (Webis-QSeC-10) contains segmentations for 53,437 web queries obtained from Mechanical Turk crowdsourcing. For each query, 10 MTurk workers were asked to segment the query. The corpus represents the distribution of their decisions.