7 citations · 7 across the 3 of their papers we have counts for
3 papers · 1 filter
PolInterviews -- A Dataset of German Politician Public Broadcast Interviews
Lukas Birkenmaier, Laureen Sieber, Felix Bergstein
This paper presents a novel dataset of public broadcast interviews featuring high-ranking German politicians. The interviews were sourced from YouTube, transcribed, processed for s…
From Measurement Instruments to Data: Leveraging Theory-Driven Synthetic Training Data for Classifying Social Constructs
Lukas Birkenmaier, Matthias Roth, Indira Sen
Computational text classification is a challenging task, especially for multi-dimensional social constructs. Recently, there has been increasing discussion that synthetic training…
ValiText -- a unified validation framework for computational text-based measures of social constructs
Lukas Birkenmaier, Claudia Wagner, Clemens Lechner
Guidance on how to validate computational text-based measures of social constructs is fragmented. While researchers generally acknowledge the importance of validating text-based me…