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

Hannes Waldetoft, Jakob Torgander, MÃ¥ns 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…