Data annotation quality should be assessed with reliability and validity concepts from measurement theory, and annotation problems should be diagnosed by their source (error, ambiguity, impossibility, subjectivity, identity) before intervening.
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Data Annotation as Measurement
Data annotation quality should be assessed with reliability and validity concepts from measurement theory, and annotation problems should be diagnosed by their source (error, ambiguity, impossibility, subjectivity, identity) before intervening.