2023
DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation
ACL 2023long
Self-training emerges as an important research line on domain adaptation. By taking the model’s prediction as the pseudo labels of the unlabeled data, self-training bootstraps the model with pseudo instances in the target domain. However, the prediction errors of pseudo labels (label noise) challeng…