Transfer Learning

Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling

Unsupervised domain adaptation addresses the problem of leveraging labeled data in a source domain to learn a well-performing model in a target domain where labels are unavailable. In this paper, we follow recent theoretical work and adopt the Margin …