Language (Technology) is Power: A Critical Survey of "Bias" in NLP

Su Lin Blodgett, Solon Barocas, Hal Daumé +1

We survey 146 papers analyzing "bias" in NLP systems, finding that their motivations are often vague, inconsistent, and lacking in normative reasoning, despite the fact that analyz…