Using a BERT classifier's predicted hate-crime probabilities as an auxiliary sampling variable yields a Hansen-Hurwitz estimate of 6,051 hate crimes among 2022 Swedish police reports, with a design effect of 0.0068.
A Horvitz–Thompson-type estimator of species richness.Environmetrics, 22(7):901–910, 2011
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Prediction-powered estimators for finite population statistics in highly imbalanced textual data: Public hate crime estimation
Using a BERT classifier's predicted hate-crime probabilities as an auxiliary sampling variable yields a Hansen-Hurwitz estimate of 6,051 hate crimes among 2022 Swedish police reports, with a design effect of 0.0068.