31 citations · 47 across the 6 of their papers we have counts for
3 papers · 1 filter
Iterative Data Curation with Theoretical Guarantees
Väinö Yrjänäinen, Johan Jonasson, Måns Magnusson
In recent years, more and more large data sets have become available. Data accuracy, the absence of verifiable errors in data, is crucial for these large materials to enable high-q…
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…
An Image is Worth Topics: A Visual Structural Topic Model with Pretrained Image Embeddings
Matías Piqueras, Alexandra Segerberg, Matteo Magnani +2
Political scientists are increasingly interested in analyzing visual content at scale. However, the existing computational toolbox is still in need of methods and models attuned to…