T. Pattanshetti

A review of bias detection and fairness auditing techniques in LLMs

A thorough literature review is provided to encapsulate prior research on bias identification and fairness auditing, categorizing the findings according to various stages of study and proposing a unified pipeline for dataset integration and a modular framework for bias auditing.