TIDE: Textual Identity Detection for Evaluating and Augmenting Classification and Language Models

Emmanuel Klu, Sameer Sethi

Machine learning models can perpetuate unintended biases from unfair and imbalanced datasets. Evaluating and debiasing these datasets and models is especially hard in text datasets…