To both conceptualise the approach to the project and establish a foundation upon which our research would be based, we surveyed existing literature on categorising, detecting, and mitigating gender bias in LLMs in English, non-English and Indian languages. This review fleshes out insights from flagship studies on these topics, providing a foundational understanding of existing concepts, frameworks, and relevant evidence.
https://prod-files-secure.s3.us-west-2.amazonaws.com/b24efac8-106b-42ea-ab8b-c750b702b0bd/5e299ce1-cfb8-421a-aba4-389d79bf0e69/Literature_Review_-_Gender_and_Large_Language_Models-compressed.pdf