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Validity, Agreement, Consensuality and Annotated Data Quality
That inter-annotator agreement measure, which is required to check the reliability of data and the reproducibility of an annotation task, and thus to establish a gold standard, is another thorny problem.
The Agreement Measure γcat a Complement to γ Focused on Categorization of a Continuum
Agreement on unitizing, where several annotators freely put units of various sizes and categories on a continuum, is difficult to assess because of the simultaneaous discrepancies in positioning and categorizing.
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