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Inter-Annotator Agreement (IAA) is commonly used as a measure of labelconsistency in natural language processing tasks. However, in real-worldscenarios, IAA has various roles and implications beyond its traditional usage.In this paper, we not only consider IAA as a measure of consistency but also asa versatile tool that can be effectively utilized in practical applications.Moreover, we discuss various considerations and potential concerns whenapplying IAA and suggest strategies for effectively navigating thesechallenges.

Inter-Annotator Agreement in the Wild: Uncovering Its Emerging Roles and Considerations in Real-World Scenarios