Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness

Maximilian Spliethöver, Sai Nikhil Menon, Henning Wachsmuth

Dialects introduce syntactic and lexical variations in language that occur in regional or social groups. Most NLP methods are not sensitive to such variations. This may lead to unf…