2022
Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning
AAAI 2022technical
Recent studies have shown that strong Natural Language Understanding (NLU) models are prone to relying on annotation biases of the datasets as a shortcut, which goes against the underlying mechanisms of the task of interest. To reduce such biases, several recent works introduce debiasing methods to…