--- title: "Claudia Wagner — author profile and papers in our library" description: "Claudia Wagner, GESIS - Leibniz Institute for the Social Sciences: 3 papers on Elamur Research (2025–2026), h-index 27 — affiliations…" canonical: "https://research.elamur.ai/free/en/authors/claudia-wagner/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/claudia-wagner/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Claudia Wagner # Claudia Wagner Claudia Wagner has 3 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/); often with [Gabriella Lapesa](https://md.research.elamur.ai/free/en/authors/gabriella-lapesa/), [Jens Rupprecht](https://md.research.elamur.ai/free/en/authors/jens-rupprecht/), [Markus Strohmaier](https://md.research.elamur.ai/free/en/authors/markus-strohmaier/). 3 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5044130443) · [ORCID](https://orcid.org/0000-0002-0640-8221) · [Wikidata](https://www.wikidata.org/wiki/Q27798044) · [**h-index 27**](https://openalex.org/authors/A5044130443) · [122 works](https://openalex.org/works?filter=author.id:A5044130443) · [4,349 citations](https://openalex.org/works?filter=author.id:A5044130443&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/claudia-wagner/#papers) · [🔗 Cited 5 times in our library](https://md.research.elamur.ai/free/en/authors/claudia-wagner/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #12381](https://md.research.elamur.ai/free/en/paper-stars/page/124/#star-12381) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Claudia+Wagner) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Claudia+Wagner) · [dblp](https://dblp.org/search?q=Claudia+Wagner) · [ACL Anthology](https://aclanthology.org/search/?q=Claudia+Wagner) ## Affiliations [🔬**GESIS - Leibniz Institute for the Social Sciences** Mannheim · Germany 2014–2026 · 66 papers*current*](https://md.research.elamur.ai/free/en/labs/gesis-leibniz-institute-for-the-social-sciences/) · [🎓**RWTH Aachen University** Aachen · Germany 2020–2026 · 35 papers*current*](https://md.research.elamur.ai/free/en/universities/rwth-aachen-university/) · [🤝**Complexity Science Hub** Vienna · Austria 2021–2026 · 10 papers*current*](https://md.research.elamur.ai/free/en/ngos/complexity-science-hub/) · [🔬**Joanneum Research** Graz · Austria 2008–2021 · 20 papers](https://ror.org/049bdss47) · [🎓**Universität Koblenz** Koblenz · Germany 2013–2021 · 20 papers](https://ror.org/0433e6t24) · [🎓**University of Koblenz and Landau** Mainz · Germany 2014–2020 · 7 papers](https://ror.org/01j9f6752) · [🎓**Humboldt-Universität zu Berlin** Berlin · Germany 2020–2022 · 2 papers](https://md.research.elamur.ai/free/en/universities/humboldt-universitat-zu-berlin/) · [🎓**Graz University of Technology** Graz · Austria Education](https://md.research.elamur.ai/free/en/universities/graz-university-of-technology/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 11 The field of science this work belongs to (OpenAlex fields).[Social Sciences · 3 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Sociology and Political Science · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) · [General Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/general-social-sciences/) · [Human-Computer Interaction · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/human-computer-interaction/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Statistics and Probability · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/statistics-and-probability/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Sentiment & emotion · 1 work](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/claudia-wagner/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/claudia-wagner/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[German General Social Survey Personas: A Survey-Derived Persona Prompt Collection for Population-Aligned LLM Studies](https://md.research.elamur.ai/free/en/papers/rupprecht-2026-german-general-social-survey-personas/)** *(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. 2. **[Learning from Convenience Samples: A Case Study on Fine-Tuning LLMs for Survey Non-response in the German Longitudinal Election Study](https://md.research.elamur.ai/free/en/papers/holtdirk-2025-learning-convenience-samples-case-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… 3. **[From Emotion to Expression: Theoretical Foundations and Resources for Fear Speech](https://md.research.elamur.ai/free/en/papers/shankaran-2026-emotion-expression-theoretical-foundations-resources/)** *(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. 1. **[Measuring algorithmically infused societies ↗](https://doi.org/10.1038/s41586-021-03666-1) Nature · no summary yet**Claudia Wagner et al.*2021 · 145 citations* 2. **[German General Social Survey Personas: A Survey-Derived Persona Prompt Collection for Population-Aligned LLM Studies](https://md.research.elamur.ai/free/en/papers/rupprecht-2026-german-general-social-survey-personas/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Jens Rupprecht, Leon Froehling, Claudia Wagner, et al.*2026 · 1 citation* 3. [**Learning from Convenience Samples: A Case Study on Fine-Tuning LLMs for Survey Non-response in the German Longitudinal Election Study arXiv:2509.25063**Tobias Holtdirk, Dennis Assenmacher, Arnim Bleier, et al.*2025 · 1 citation*](https://md.research.elamur.ai/free/en/papers/holtdirk-2025-learning-convenience-samples-case-study/) 4. **[From Emotion to Expression: Theoretical Foundations and Resources for Fear Speech](https://md.research.elamur.ai/free/en/papers/shankaran-2026-emotion-expression-theoretical-foundations-resources/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Vigneshwaran Shankaran, Gabriella Lapesa, Claudia Wagner*2026* ## Co-authors here 3 co-authors with a page, the most papers together first. - [Gabriella Lapesa](https://md.research.elamur.ai/free/en/authors/gabriella-lapesa/) - [Jens Rupprecht](https://md.research.elamur.ai/free/en/authors/jens-rupprecht/) - [Markus Strohmaier](https://md.research.elamur.ai/free/en/authors/markus-strohmaier/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) - [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/): [LREC 2026](https://md.research.elamur.ai/free/en/venues/lrec/2026/) - Nature ## Cited by 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 →](https://md.research.elamur.ai/free/en/authors/claudia-wagner/cited-by/). Updated 1 November 2026