Bias Metric

What is Bias Metric?

The Bias Metric evaluates aspects such as political, gender, and social biases in textual content. It is crucial for applications involving decision-making processes like loan approvals or recruitment. Bias is highly subjective, varying significantly across different geographical, geopolitical, and social environments. For example, language or expressions considered neutral in one culture may carry different connotations in another. This subjectivity is why few-shot evaluations often fall short in accurately assessing bias.