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The'Problem'of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation
B Plank - ar** labels, subjectivity, or annotator error. Hence, a variety of methods …
A general model for aggregating annotations across simple, complex, and multi-object annotation tasks
Human annotations are vital to supervised learning, yet annotators often disagree on the
correct label, especially as annotation tasks increase in complexity. A common strategy to …
correct label, especially as annotation tasks increase in complexity. A common strategy to …
Social or individual disagreement? Perspectivism in the annotation of sexist jokes
The purpose of this paper is to show that the disagreement expressed in the data does not
come from individual differences but from diverse and sometimes conflicting, social …
come from individual differences but from diverse and sometimes conflicting, social …