Stephanie Eckman
Stephanie Eckman
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Annotation Sensitivity: Training Data Collection Methods Affect Model Performance
When training data are collected from human annotators, the design of the annotation instrument, the instructions given to annotators, …
Stephanie Eckman
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DOI
Improving Labeling Through Social Science Insights: Preliminary Results and Research Agenda
Although often seen as a gold-standard, human labeled training data is not error free. Decisions in the design of labeling tasks can …
Jacob Beck
,
Stephanie Eckman
,
Rob Chew
,
Frauke Kreuter
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