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This report presents the goals and outcomes of the 2017 Financial Entity Identification and Information Integration (FEIII) Challenge. We describe the dataset and challenge task and the protocol to create labeled data. The report summarizes the process, outcomes and plans for the 2018 Challenge.doi:10.1145/3077240.3077248 dblp:conf/sigmod/RaschidBFGLS17 fatcat:lumyhrdownerrgyp3owvy53vem