Nani Kartik Kaveti

A review of bias detection and fairness auditing techniques in LLMs

The rise of large language models (LLMs) has sparked worries about inherent social biases and issues related to fairness. Earlier studies have investigated bias identification in word embeddings, interventions aimed at fairness in algorithms, and frameworks for auditing at the sy...