Ikibazo gihuza ibibazo · Hagati Urwego

Label Bias and Annotator Disagreement Quiz

Examine subjective labels, annotator identity and instructions, proxy targets, disagreement, and safer ways to preserve uncertainty in training data.

Inzira zijyanye no kuyoboraLabel Bias And Annotator Disagreement
Ikibazo 1 Bya 8

A model learns “toxic” labels that reflect annotators’ assumptions about dialect. What risk is most direct?