Leveraging Large Language Models for Survey Research

Fact sheet

Funding: 
MZES
Duration: 
2024 to 2027
Status: 
in preparation

Publications

Other Publications

von der Heyde, Leah, Anna-Carolina Haensch and Alexander Wenz (2024): United in diversity? Contextual biases in LLM- based predictions of the 2024 European Parliament Elections. Ithaca, NY [arXiv preprint] more
von der Heyde, Leah, Anna-Carolina Haensch and Alexander Wenz (2024): Vox Populi, vox AI? Using language models to estimate German public opinion. Ithaca, NY [arXiv preprint] more
von der Heyde, Leah, Anna-Carolina Haensch and Alexander Wenz (2023): Assessing bias in LLM-generated synthetic datasets: The case of German voter behavior. [SocArXiv preprint] more
von der Heyde, Leah, Anna-Carolina Haensch and Alexander Wenz (2023): Vox Populi, vox AI? Using language models to estimate German public opinion. [SocArXiv preprint] more

Conference Presentations

von der Heyde, Leah, Anna-Carolina Haensch and Alexander Wenz (2024): Can Large Language Models Estimate How People Vote? Evidence from Germany. [WEB DATA OPP Workshop, Barcelona, March 18th to March 19th, 2024] more
von der Heyde, Leah, Anna-Carolina Haensch and Alexander Wenz (2024): Can large language models estimate how people vote? Evidence from Germany. [29. Wissenschaftlicher Kongress der Deutschen Vereinigung für Politikwissenschaft, Göttingen, September 24th to September 27th, 2024] more
Haensch, Anna-Carolina, Leah von der Heyde and Alexander Wenz (2024): Can large language models predict how people vote? Evidence from Germany. [10th International Conference on Computational Social Science (IC2S2), Philadelphia, PA, July 17th to July 20th, 2024] more
Wenz, Alexander, and Anna-Carolina Haensch (2024): Using large language models for evaluating and improving survey questions. [General Online Research (GOR 24), Cologne, February 21st to February 23rd, 2024] more
von der Heyde, Leah, Anna-Carolina Haensch and Alexander Wenz (2024): Vox populi, vox AI? Estimating German public opinion through language models. [General Online Research (GOR 24), Cologne, February 21st to February 23rd, 2024] more
von der Heyde, Leah, Alexander Wenz and Anna-Carolina Haensch (2023): Artificial intelligence, unbiased opinions? Assessing GPT’s suitability for estimating public opinion in multi- party systems. [General Online Research (GOR 23), Kassel, September 20th to September 22nd, 2023] more