Prediction-powered estimators for finite population statistics in highly imbalanced textual data: Public hate crime estimation

Hannes Waldetoft, Jakob Torgander, Måns Magnusson

Estimating population parameters in finite populations of text documents can be challenging when obtaining the labels for the target variable requires manual annotation. To address…