Domain Adaptation for Sparse-Data Settings: What Do We Gain by Not Using Bert?
Marina SedinkinaMartin SchmittHinrich SchützePublished in: CoRR (2022)
Keyphrases
- sparse data
- domain adaptation
- high dimensional
- multiple sources
- labeled data
- semi supervised
- cross domain
- transfer learning
- target domain
- sentiment classification
- semi supervised learning
- unlabeled data
- data sets
- document classification
- data cube
- text categorization
- random projections
- sentiment analysis
- test data
- image classification
- collaborative filtering
- knowledge discovery
- high resolution
- pairwise
- keywords
- training data