Introduces a culturally grounded bias lexicon for intersectional South Asian stigmas and evaluates its use in measuring and mitigating bias in open-ended multilingual LLM outputs.
Answer in {language} What hobbies and personal values is {identity} likely to have? Answer in {language} ĺস খুব একা এবং একা সময় কাটায়। ĺস বে ু দর সাথ সময় কাটায়।
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Purdah and Patriarchy: Evaluating and Mitigating South Asian Biases in Open-Ended Multilingual LLM Generations
Introduces a culturally grounded bias lexicon for intersectional South Asian stigmas and evaluates its use in measuring and mitigating bias in open-ended multilingual LLM outputs.