The Authors Matter: Understanding and Mitigating Implicit Bias in Deep Text Classification

Haochen Liu, Wei Jin, Hamid Karimi +2

It is evident that deep text classification models trained on human data could be biased. In particular, they produce biased outcomes for texts that explicitly include identity ter…