3 papers
cs.DL2026
More Parameters Than Populations: A Systematic Literature Review of Large Language Models within Survey Research
Trent D. Buskirk, Florian Keusch, Leah von der Heyde +1
[Working Paper] Survey research has a long-standing history of being a human-powered field, but one that embraces various technologies for the collection, processing, and analysis…
cs.CL2025
AIn't Nothing But a Survey? Using Large Language Models for Coding German Open-Ended Survey Responses on Survey Motivation
Leah von der Heyde, Anna-Carolina Haensch, Bernd Weià +1
The recent development and wider accessibility of LLMs have spurred discussions about how they can be used in survey research, including classifying open-ended survey responses. Du…
cs.CY2025
United in Diversity? Contextual Biases in LLM-Based Predictions of the 2024 European Parliament Elections
Leah von der Heyde, Anna-Carolina Haensch, Alexander Wenz +1
"Synthetic samples" based on large language models (LLMs) have been argued to serve as efficient alternatives to surveys of humans, assuming that their training data includes infor…