Insights from a Disaggregated Analysis of Kinds of Biases in a Multicultural Dataset

Date:

Presented at the 9th Widening NLP Workshop (WiNLP 2025).

The talk demonstrated how aggregate bias metrics mask disparities across individual demographics and presented qualitative and quantitative insights from evaluating multicultural datasets.