Disembodied Machine Learning: On the Illusion of Objectivity in NLP

Zeerak Waseem, Smarika Lulz, Joachim Bingel +1

Machine Learning seeks to identify and encode bodies of knowledge within provided datasets. However, data encodes subjective content, which determines the possible outcomes of the…