Stephanie Eckman

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 4

Top Topics

Learning Models

Monte Carlo Simulation

Data Collection

Top Venues

EMNLP (Findings)

Publications

Stephanie Eckman, Barbara Plank, Frauke Kreuter
The Science of Data Collection: Insights from Surveys can Improve Machine Learning Models. CoRR (2024)
Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance. EMNLP (Findings) (2023)
Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance. CoRR (2023)
Jacob Beck, Stephanie Eckman, Robert F. Chew, Frauke Kreuter
Improving Labeling Through Social Science Insights: Results and Research Agenda. HCI (43) (2022)