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Beginner

Data Annotation

Labels need a guide, examples and a way to measure agreement.

Guides beat instinct

Write the label names, one positive example and one near-miss. If two workers can read the guide and disagree, the guide is unfinished.

Agreement

Hidden gold items and a second rater tell you whether the label is stable. A single fast click is not a measurement.

Agreement

Hidden gold items and a second rater tell you whether the label is stable. A single fast click is not a measurement.

Quiz

A gold item is:
A gold item is:
Two raters disagree often. You should:
Two raters disagree often. You should: