1 code implementation • ACL 2019 • Miaofeng Liu, Yan Song, Hongbin Zou, Tong Zhang
Supervised models suffer from the problem of domain shifting where distribution mismatch in the data across domains greatly affect model performance.
no code implementations • 27 Sep 2018 • Miaofeng Liu, Yan Song, Hongbin Zou, Tong Zhang
Following the TDS methodology, in this paper, we propose a general data selection framework with representation learning and distribution matching simultaneously for domain adaptation on neural models.