DAM
method
ID: dam
Related Papers
HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference
AbstractMany recent studies have shown that for models trained on datasets for natural language inference (NLI), it is possible to make correct predictions by merely looking at the hypothesis while …...
Parameter-efficient Modularised Bias Mitigation via AdapterFusion
AbstractLarge pre-trained language models contain societal biases and carry along these biases to downstream tasks. Current in-processing bias mitigation approaches (like adversarial training) impose debiasing by updating a model’s parameters, …...