Learning to Adapt Domain Shifts of Moral Values via Instance Weighting

no code implementations • 15 Apr 2022 • Xiaolei Huang, Alexandra Wormley, Adam Cohen

In this study, we examine domain shifts of moral values and language usage, quantify the effects of domain shifts on the morality classification task, and propose a neural adaptation framework via instance weighting to improve cross-domain classification tasks.

Classification domain classification