Minority Examples
otherentity
ID: minorityexamples
Related Papers
Increasing Robustness to Spurious Correlations using Forgettable Examples
AbstractNeural NLP models tend to rely on spurious correlations between labels and input features to perform their tasks. Minority examples, i.e., examples that contradict the spurious correlations present in the …...
Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference
AbstractIt has been shown that NLI models are usually biased with respect to the word-overlap between the premise and the hypothesis, as they take this feature as a primary cue …...