Frauke Kreuter

According to our database, Frauke Kreuter authored at least 27 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Simulating the Human in HCD with ChatGPT: Redesigning Interaction Design with AI.

Albrecht Schmidt, Passant Elagroudy, Fiona Draxler, Frauke Kreuter, Robin Welsch

Interactions, February, 2024

Bridging the gap: Towards an expanded toolkit for AI-driven decision-making in the public sector.

Unai Fischer Abaigar, Christoph Kern, Noam Barda, Frauke Kreuter

Gov. Inf. Q., 2024

AI Conversational Interviewing: Transforming Surveys with LLMs as Adaptive Interviewers.

Alexander Wuttke, Matthias Aßenmacher, Christopher Klamm, Max M. Lang, Quirin Würschinger, Frauke Kreuter

CoRR, 2024

Problem Solving Through Human-AI Preference-Based Cooperation.

Subhabrata Dutta, Timo Kaufmann, Goran Glavas, Ivan Habernal, Kristian Kersting, Frauke Kreuter, Mira Mezini, Iryna Gurevych, Eyke Hüllermeier, Hinrich Schütze

CoRR, 2024

The Missing Link: Allocation Performance in Causal Machine Learning.

Unai Fischer Abaigar, Christoph Kern, Frauke Kreuter

CoRR, 2024

Understanding Jailbreak Success: A Study of Latent Space Dynamics in Large Language Models.

Sarah Ball, Frauke Kreuter, Nina Rimsky

CoRR, 2024

The Science of Data Collection: Insights from Surveys can Improve Machine Learning Models.

Stephanie Eckman, Barbara Plank, Frauke Kreuter

CoRR, 2024

Decomposed Prompting: Unveiling Multilingual Linguistic Structure Knowledge in English-Centric Large Language Models.

Ercong Nie, Shuzhou Yuan, Bolei Ma, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze

CoRR, 2024

Position: Insights from Survey Methodology can Improve Training Data.

Stephanie Eckman, Barbara Plank, Frauke Kreuter

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Die Vermittlung von Best Practices zur Messung von Datenqualität in den quantitativen Sozialwissenschaften.

Julian Dehne, Jessica Daikeler, Henning Silber, Beatrice Rammstedt, Florian Keusch, Frauke Kreuter, Johannes Blumenberg, Clemens Lechner, Lena Römer, David Schoch, Pascal Siegers, Stefan Jünger, Katrin Weller

Proceedings of the 54. Jahrestagung der Gesellschaft für Informatik, 2024

The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models.

Bolei Ma, Xinpeng Wang, Tiancheng Hu, Anna-Carolina Haensch, Michael A. Hedderich, Barbara Plank, Frauke Kreuter

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks.

Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

To Share or Not to Share: What Risks Would Laypeople Accept to Give Sensitive Data to Differentially-Private NLP Systems?

Christopher Weiss, Frauke Kreuter, Ivan Habernal

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

"My Answer is C": First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models.

Xinpeng Wang, Bolei Ma, Chengzhi Hu, Leon Weber-Genzel, Paul Röttger, Frauke Kreuter, Dirk Hovy, Barbara Plank

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Bridging the Gap: Towards an Expanded Toolkit for ML-Supported Decision-Making in the Public Sector.

Unai Fischer Abaigar, Christoph Kern, Noam Barda, Frauke Kreuter

CoRR, 2023

Sources of Uncertainty in Machine Learning - A Statisticians' View.

Cornelia Gruber, Patrick Oliver Schenk, Malte Schierholz, Frauke Kreuter, Göran Kauermann

CoRR, 2023

Seeing ChatGPT Through Students' Eyes: An Analysis of TikTok Data.

Anna-Carolina Haensch, Sarah Ball, Markus Herklotz, Frauke Kreuter

CoRR, 2023

When Small Decisions Have Big Impact: Fairness Implications of Algorithmic Profiling Schemes.

Christoph Kern, Ruben L. Bach, Hannah Mautner, Frauke Kreuter

Proceedings of the 2nd European Workshop on Algorithmic Fairness, 2023

Annotation Sensitivity: Training Data Collection Methods Affect Model Performance.

Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Social impacts of algorithmic decision-making: A research agenda for the social sciences.

Frederic Gerdon, Ruben L. Bach, Christoph Kern, Frauke Kreuter

Big Data Soc., January, 2022

Humans versus machines: Who is perceived to decide fairer? Experimental evidence on attitudes toward automated decision-making.

Christoph Kern, Frederic Gerdon, Ruben L. Bach, Florian Keusch, Frauke Kreuter

Patterns, 2022

Improving Labeling Through Social Science Insights: Results and Research Agenda.

Jacob Beck, Stephanie Eckman, Robert F. Chew, Frauke Kreuter

Proceedings of the HCI International 2022 - Late Breaking Papers: Interacting with eXtended Reality and Artificial Intelligence, 2022

2021

Fairness in Algorithmic Profiling: A German Case Study.

Christoph Kern, Ruben L. Bach, Hannah Mautner, Frauke Kreuter

CoRR, 2021

Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There?

Matthias Kuppler, Christoph Kern, Ruben L. Bach, Frauke Kreuter

CoRR, 2021

2020

Predicting respondent difficulty in web surveys: A machine-learning approach based on mouse movement features.

Amanda Fernández-Fontelo, Pascal J. Kieslich, Felix Henninger, Frauke Kreuter, Sonja Greven

CoRR, 2020

2019

The Social Science of Privacy - Effects on Industry and Government Data Use.

Frauke Kreuter

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

2015

PracTools: Computations for Design of Finite Population Samples.

Richard Valliant, Jill A. Dever, Frauke Kreuter

R J., 2015