A Woman with a Knife or A Knife with a Woman? Measuring Directional Bias Amplification in Image Captions
arXiv:2503.07878v5 Announce Type: replace-cross
Abstract: When we train models on biased datasets, they not only reproduce data biases, but can worsen them at test time – a phenomenon called bias amplification. Many of the current bias amplification m…