A Bayesian approach to uncertainty in word embedding bias estimation

Alicja Dobrzeniecka, Rafal Urbaniak

Multiple measures, such as WEAT or MAC, attempt to quantify the magnitude of bias present in word embeddings in terms of a single-number metric. However, such metrics and the relat…