Think Twice: Measuring the Efficiency of Eliminating Prediction Shortcuts of Question Answering Models

no code implementations • 11 May 2023 • Lukáš Mikula, Michal Štefánik, Marek Petrovič, Petr Sojka

We find that while existing debiasing methods can mitigate reliance on a chosen spurious feature, the OOD performance gains of these methods can not be explained by mitigated reliance on biased features, suggesting that biases are shared among different QA datasets.

Question Answering