What is Inter-Annotator Agreement?

Having different people annotate the same batch and measuring how far apart they land. It is the test of whether a guideline is genuinely unambiguous.

High agreement means the guideline is clear and the task is executable. Low agreement is usually not an annotator problem; it means the guideline itself is ambiguous.

You can ask a supplier for this number. The ones who can produce it usually run a formal annotation process.

Related terms

  • Annotation

    Attaching machine-readable labels to raw data — a transcript, an intent, a speaker identity.

  • Ground Truth

    Human-verified labels good enough to serve as the training target.

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