Frauke Kreuter

56 papers A* 2Journal 38Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	From Awareness to Action? The Impact of CO2 Emission Feedback on Student LLM Usage. CHI Extended Abstracts Lisa Bondo Andersen, Markus Herklotz, Ailin Liu, Moritz Goeke, Michael Juelich, Christoph Kern, Frauke Kreuter
2026	J	`jnl`	Moral Lenses, Political Coordinates: Towards Ideological Positioning of Morally Conditioned LLMs. CoRR Chenchen Yuan, Bolei Ma, Zheyu Zhang, Bardh Prenkaj, Frauke Kreuter, Gjergji Kasneci
2026	J	`jnl`	Physiological and Behavioral Modeling of Stress and Cognitive Load in Web-Based Question Answering. CoRR Ailin Liu, Francesco Chiossi, Felix Henninger, Lisa Bondo Andersen, Tobias Wistuba, Sonja Greven, Frauke Kreuter, Fiona Draxler
2026	J	`jnl`	Reading Between the Tokens: Improving Preference Predictions through Mechanistic Forecasting. CoRR Sarah Ball, Simeon Allmendinger, Niklas Kühl, Frauke Kreuter
2026	A*	`conf`	Sensing What Surveys Miss: Understanding and Personalizing Proactive LLM Support by User Modeling. CHI Ailin Liu, Yesmine Karoui, Fiona Draxler, Frauke Kreuter, Francesco Chiossi
2026	J	`jnl`	Sensing What Surveys Miss: Understanding and Personalizing Proactive LLM Support by User Modeling. CoRR Ailin Liu, Yesmine Karoui, Fiona Draxler, Frauke Kreuter, Francesco Chiossi
2026	—	`conf`	Too Open for Opinion? Embracing Open-Endedness in Large Language Models for Social Simulation. EACL (Volume 1: Long Papers) Bolei Ma, Yong Cao, Indira Sen, Anna-Carolina Haensch, Frauke Kreuter, Barbara Plank, Daniel Hershcovich
2026	—	`conf`	Understanding Jailbreak Success: A Study of Latent Space Dynamics in Large Language Models. EACL (Volume 1: Long Papers) Sarah Ball, Frauke Kreuter, Nina Panickssery
2025	—	`conf`	Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study. ACL (1) Bolei Ma, Berk Yoztyurk, Anna-Carolina Haensch, Xinpeng Wang, Markus Herklotz, Frauke Kreuter, Barbara Plank, Matthias Aßenmacher
2025	J	`jnl`	Algorithms for reliable decision-making need causal reasoning. Nat. Comput. Sci. Christoph Kern, Unai Fischer Abaigar, Jonas Schweisthal, Dennis Frauen, Rayid Ghani, Stefan Feuerriegel, Mihaela van der Schaar, Frauke Kreuter
2025	J	`jnl`	Bias Begins with Data: The FairGround Corpus for Robust and Reproducible Research on Algorithmic Fairness. CoRR Jan Simson, Alessandro Fabris, Cosima Fröhner, Frauke Kreuter, Christoph Kern
2025	J	`jnl`	Bias in the Loop: How Humans Evaluate AI-Generated Suggestions. CoRR Jacob Beck, Stephanie Eckman, Christoph Kern, Frauke Kreuter
2025	J	`jnl`	Correcting Annotator Bias in Training Data: Population-Aligned Instance Replication (PAIR). CoRR Stephanie Eckman, Bolei Ma, Christoph Kern, Robert F. Chew, Barbara Plank, Frauke Kreuter
2025	—	`conf`	Decomposed Prompting: Probing Multilingual Linguistic Structure Knowledge in Large Language Models. IJCNLP-AACL (Findings) Ercong Nie, Shuzhou Yuan, Bolei Ma, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
2025	J	`jnl`	Human Preferences in Large Language Model Latent Space: A Technical Analysis on the Reliability of Synthetic Data in Voting Outcome Prediction. CoRR Sarah Ball, Simeon Allmendinger, Frauke Kreuter, Niklas Kühl
2025	J	`jnl`	On the Impossibility of Separating Intelligence from Judgment: The Computational Intractability of Filtering for AI Alignment. CoRR Sarah Ball, Greg Gluch, Shafi Goldwasser, Frauke Kreuter, Omer Reingold, Guy N. Rothblum
2025	—	`conf`	Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges. ACL (1) Bolei Ma, Yuting Li, Wei Zhou, Ziwei Gong, Yang Janet Liu, Katja Jasinskaja, Annemarie Friedrich, Julia Hirschberg, Frauke Kreuter, Barbara Plank
2025	J	`jnl`	Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges. CoRR Bolei Ma, Yuting Li, Wei Zhou, Ziwei Gong, Yang Janet Liu, Katja Jasinskaja, Annemarie Friedrich, Julia Hirschberg, Frauke Kreuter, Barbara Plank
2025	J	`jnl`	Too Open for Opinion? Embracing Open-Endedness in Large Language Models for Social Simulation. CoRR Bolei Ma, Yong Cao, Indira Sen, Anna-Carolina Haensch, Frauke Kreuter, Barbara Plank, Daniel Hershcovich
2025	J	`jnl`	Toward Integrating ChatGPT Into Satellite Image Annotation Workflows: A Comparison of Label Quality and Costs of Human and Automated Annotators. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jacob Beck, Lukas Malte Kemeter, Konrad Dürrbeck, Mohamed Hesham Ibrahim Abdalla, Frauke Kreuter
2025	J	`jnl`	Toward Understanding the Transferability of Adversarial Suffixes in Large Language Models. CoRR Sarah Ball, Niki Hasrati, Alexander Robey, Avi Schwarzschild, Frauke Kreuter, Zico Kolter, Andrej Risteski
2024	—	`conf`	"My Answer is C": First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models. ACL (Findings) Xinpeng Wang, Bolei Ma, Chengzhi Hu, Leon Weber-Genzel, Paul Röttger, Frauke Kreuter, Dirk Hovy, Barbara Plank
2024	J	`jnl`	"My Answer is C": First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models. CoRR Xinpeng Wang, Bolei Ma, Chengzhi Hu, Leon Weber-Genzel, Paul Röttger, Frauke Kreuter, Dirk Hovy, Barbara Plank
2024	J	`jnl`	AI Conversational Interviewing: Transforming Surveys with LLMs as Adaptive Interviewers. CoRR Alexander Wuttke, Matthias Aßenmacher, Christopher Klamm, Max M. Lang, Quirin Würschinger, Frauke Kreuter
2024	J	`jnl`	Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study. CoRR Bolei Ma, Berk Yoztyurk, Anna-Carolina Haensch, Xinpeng Wang, Markus Herklotz, Frauke Kreuter, Barbara Plank, Matthias Aßenmacher
2024	J	`jnl`	Bridging the gap: Towards an expanded toolkit for AI-driven decision-making in the public sector. Gov. Inf. Q. Unai Fischer Abaigar, Christoph Kern, Noam Barda, Frauke Kreuter
2024	J	`jnl`	Decomposed Prompting: Unveiling Multilingual Linguistic Structure Knowledge in English-Centric Large Language Models. CoRR Ercong Nie, Shuzhou Yuan, Bolei Ma, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
2024	—	`conf`	Die Vermittlung von Best Practices zur Messung von Datenqualität in den quantitativen Sozialwissenschaften. INFORMATIK 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
2024	A*	`conf`	Position: Insights from Survey Methodology can Improve Training Data. ICML Stephanie Eckman, Barbara Plank, Frauke Kreuter
2024	J	`jnl`	Privacy for Groups Online: Context Matters. Proc. ACM Hum. Comput. Interact. Madiha Zahrah Choksi, Ero Balso, Frauke Kreuter, Helen Nissenbaum
2024	J	`jnl`	Problem Solving Through Human-AI Preference-Based Cooperation. CoRR Subhabrata Dutta, Timo Kaufmann, Goran Glavas, Ivan Habernal, Kristian Kersting, Frauke Kreuter, Mira Mezini, Iryna Gurevych, Eyke Hüllermeier, Hinrich Schütze
2024	J	`jnl`	Simulating the Human in HCD with ChatGPT: Redesigning Interaction Design with AI. Interactions Albrecht Schmidt, Passant Elagroudy, Fiona Draxler, Frauke Kreuter, Robin Welsch
2024	J	`jnl`	The Missing Link: Allocation Performance in Causal Machine Learning. CoRR Unai Fischer Abaigar, Christoph Kern, Frauke Kreuter
2024	—	`conf`	The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models. EMNLP (Findings) Bolei Ma, Xinpeng Wang, Tiancheng Hu, Anna-Carolina Haensch, Michael A. Hedderich, Barbara Plank, Frauke Kreuter
2024	J	`jnl`	The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models. CoRR Bolei Ma, Xinpeng Wang, Tiancheng Hu, Anna-Carolina Haensch, Michael A. Hedderich, Barbara Plank, Frauke Kreuter
2024	J	`jnl`	The Science of Data Collection: Insights from Surveys can Improve Machine Learning Models. CoRR Stephanie Eckman, Barbara Plank, Frauke Kreuter
2024	—	`conf`	To Share or Not to Share: What Risks Would Laypeople Accept to Give Sensitive Data to Differentially-Private NLP Systems? LREC/COLING Christopher Weiss, Frauke Kreuter, Ivan Habernal
2024	—	`conf`	ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks. EACL (1) Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
2024	J	`jnl`	ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks. CoRR Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
2024	J	`jnl`	Understanding Jailbreak Success: A Study of Latent Space Dynamics in Large Language Models. CoRR Sarah Ball, Frauke Kreuter, Nina Rimsky
2023	—	`conf`	Annotation Sensitivity: Training Data Collection Methods Affect Model Performance. EMNLP (Findings) Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter
2023	J	`jnl`	Annotation Sensitivity: Training Data Collection Methods Affect Model Performance. CoRR Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter
2023	J	`jnl`	Bridging the Gap: Towards an Expanded Toolkit for ML-Supported Decision-Making in the Public Sector. CoRR Unai Fischer Abaigar, Christoph Kern, Noam Barda, Frauke Kreuter
2023	—	`conf`	On the Challenges and Practices of Reinforcement Learning from Real Human Feedback. PKDD/ECML Workshops (2) Timo Kaufmann, Sarah Ball, Jacob Beck, Eyke Hüllermeier, Frauke Kreuter
2023	J	`jnl`	Seeing ChatGPT Through Students' Eyes: An Analysis of TikTok Data. CoRR Anna-Carolina Haensch, Sarah Ball, Markus Herklotz, Frauke Kreuter
2023	J	`jnl`	Sources of Uncertainty in Machine Learning - A Statisticians' View. CoRR Cornelia Gruber, Patrick Oliver Schenk, Malte Schierholz, Frauke Kreuter, Göran Kauermann
2023	J	`jnl`	To share or not to share: What risks would laypeople accept to give sensitive data to differentially-private NLP systems? CoRR Christopher Weiss, Frauke Kreuter, Ivan Habernal
2023	—	`conf`	When Small Decisions Have Big Impact: Fairness Implications of Algorithmic Profiling Schemes. EWAF Christoph Kern, Ruben L. Bach, Hannah Mautner, Frauke Kreuter
2022	J	`jnl`	Humans versus machines: Who is perceived to decide fairer? Experimental evidence on attitudes toward automated decision-making. Patterns Christoph Kern, Frederic Gerdon, Ruben L. Bach, Florian Keusch, Frauke Kreuter
2022	—	`conf`	Improving Labeling Through Social Science Insights: Results and Research Agenda. HCI (43) Jacob Beck, Stephanie Eckman, Robert F. Chew, Frauke Kreuter
2022	J	`jnl`	Social impacts of algorithmic decision-making: A research agenda for the social sciences. Big Data Soc. Frederic Gerdon, Ruben L. Bach, Christoph Kern, Frauke Kreuter
2021	J	`jnl`	Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There? CoRR Matthias Kuppler, Christoph Kern, Ruben L. Bach, Frauke Kreuter
2021	J	`jnl`	Fairness in Algorithmic Profiling: A German Case Study. CoRR Christoph Kern, Ruben L. Bach, Hannah Mautner, Frauke Kreuter
2020	J	`jnl`	Predicting respondent difficulty in web surveys: A machine-learning approach based on mouse movement features. CoRR Amanda Fernández-Fontelo, Pascal J. Kieslich, Felix Henninger, Frauke Kreuter, Sonja Greven
2019	—	`conf`	The Social Science of Privacy - Effects on Industry and Government Data Use. WWW (Companion Volume) Frauke Kreuter
2015	J	`jnl`	PracTools: Computations for Design of Finite Population Samples. R J. Richard Valliant, Jill A. Dever, Frauke Kreuter