Inference-Time Selective Debiasing to Enhance Fairness in Text Classification Models

Gleb Kuzmin, Neemesh Yadav, Ivan Smirnov +2

We propose selective debiasing -- an inference-time safety mechanism designed to enhance the overall model quality in terms of prediction performance and fairness, especially in sc…