Kanruethai Masuk

Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference

Despite their promising results on standard benchmarks, NLU models are still prone to make predictions based on shortcuts caused by unintended bias in the dataset. For example, an NLI model may use lexical overlap as a shortcut to make entailment predictions due to repetitive data generation pattern…