End-to-End Bias Mitigation by Modelling Biases in Corpora

Rabeeh Karimi Mahabadi, Yonatan Belinkov, James Henderson

Several recent studies have shown that strong natural language understanding (NLU) models are prone to relying on unwanted dataset biases without learning the underlying task, resu…