German General Social Survey Personas: A Survey-Derived Persona Prompt Collection for Population-Aligned LLM Studies (2026 · 1 citation)
LLM-based simulation of human views through persona prompting is increasingly common, but few persona collections are carefully curated and tied to real population data.
Learning from Convenience Samples: A Case Study on Fine-Tuning LLMs for Survey Non-response in the German Longitudinal Election Study (2025 · 1 citation)
Surveys are becoming expensive, and many people do not answer. Researchers therefore often rely on convenience samples, which can distort conclusions. The authors ask whether LLMs can fill in a missing answer when part of the survey is already known. The case study is self-reported vote choice in the German…
From Emotion to Expression: Theoretical Foundations and Resources for Fear Speech (2026)
Fear speech is content that stokes fear of a group or threat. It can outspread hate speech because it sounds more civil and slips past moderation, yet NLP has mostly treated fear as one emotion label among many. The authors (GESIS) respond with a theory-and-survey paper rather than a new model. They compare how four…

All works

4 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

Measuring algorithmically infused societies ↗Nature · no summary yetClaudia Wagner et al.2021 · 145 citations
German General Social Survey Personas: A Survey-Derived Persona Prompt Collection for Population-Aligned LLM StudiesLanguage Resources and Evaluation Conference (LREC)Jens Rupprecht, Leon Froehling, Claudia Wagner, et al.2026 · 1 citation
Learning from Convenience Samples: A Case Study on Fine-Tuning LLMs for Survey Non-response in the German Longitudinal Election StudyarXiv:2509.25063Tobias Holtdirk, Dennis Assenmacher, Arnim Bleier, et al.2025 · 1 citation
From Emotion to Expression: Theoretical Foundations and Resources for Fear SpeechConference of the European Chapter of the Association for Computational Linguistics (EACL)Vigneshwaran Shankaran, Gabriella Lapesa, Claudia Wagner2026

Co-authors here

3 co-authors with a page, the most papers together first.

Where their works here were published, the most works first, with the editions of those that have a page.

Papers of our library cite their works 5 times (of the 149,439 papers whose bibliographies we read); 2 citing papers with a page here →.

Updated 1 November 2026