Jacob Beck

Munich School of Philosophy — Germany

Computer Science · Physical Sciences

4h-index33citations11works2.22yr avg
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Research Topics

Adversarial Robustness in Machine Learning(3), Hate Speech and Cyberbullying Detection(3), Reinforcement Learning in Robotics(2), Machine Learning and Data Classification(2), Medical Image Segmentation Techniques(1)

Publications11 total

Bias in the Loop: How Humans Evaluate AI-Generated Suggestions
arXiv (Cornell University)·2025Open Access
Addressing data gaps in sustainability reporting: A benchmark dataset for greenhouse gas emission extraction
Scientific Data·2025· 2 citedOpen Access
Toward Integrating ChatGPT Into Satellite Image Annotation Workflows: A Comparison of Label Quality and Costs of Human and Automated Annotators
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025· 4 citedOpen Access
On the Challenges and Practices of Reinforcement Learning from Real Human Feedback
Communications in computer and information science·2024· 3 citedOpen Access
Cracking the Code: Evaluating Zero-Shot Prompting Methods for Providing Programming Feedback
arXiv (Cornell University)·2024Open Access
Informing climate risk analysis using textual information - A research agenda
2024· 4 citedOpen Access
Quality aspects of annotated data
AStA Wirtschafts- und Sozialstatistisches Archiv·2023· 11 citedOpen Access
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance
arXiv (Cornell University)·2023· 1 citedOpen Access
Trust Region Bounds for Decentralized PPO Under Non-stationarity
2023
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance
2023· 4 citedOpen Access
Improving Labeling Through Social Science Insights: Results and Research Agenda
Lecture notes in computer science·2022· 4 cited

Frequent Co-authors

Frauke Kreuter(7), Stephanie Eckman(4), Robert Chew(3), Malte Schierholz(3), Bolei Ma(3), Christoph Kern(3), Emily Kormanyos(2), Maurice Fehr(2), Andreas Dimmelmeier(1), H Doll(1), Alexander Fraser(1), Lukas Malte Kemeter(1), Konrad Dürrbeck(1), Mohamed Hesham Ibrahim Abdalla(1), Timo Kaufmann(1), Sarah Ball(1), Eyke Hüllermeier(1), A. F. Steinberg(1), Andreas Dimmelmeier(1), Laia Domènech(1)