QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation.
Zhenrui YueHuimin ZengBernhard KratzwaldStefan FeuerriegelDong WangPublished in: EMNLP (2022)
Keyphrases
- domain adaptation
- covariate shift
- concept space
- multiple sources
- labeled data
- question answering
- semi supervised
- cross domain
- transfer learning
- target domain
- sentiment classification
- semi supervised learning
- model selection
- low dimensional
- document classification
- databases
- general purpose
- active learning
- reinforcement learning