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The awareness of quality issues in Linked Data is constantly rising as new datasets and applications that consume Linked Data are emerging. In this paper we summarize key problems of Linked Data quality that data consumers are facing and propose approaches to tackle these problems. The majority of challenges presented here have been collected in a Lightning Talk Session at the First Workshop on Linked Data Quality (LDQ2014).