Can You Label Less by Using Out-of-Domain Data? Active & Transfer Learning with Few-shot Instructions.
Rafal KocielnikSara KangaslahtiShrimai PrabhumoyeMeena HariR. Michael AlvarezAnima AnandkumarPublished in: TL4NLP (2022)
Keyphrases
- transfer learning
- data sets
- labeled data
- cross domain
- data sources
- data mining
- domain adaptation
- knowledge transfer
- learning tasks
- data points
- active learning
- prior knowledge
- machine learning
- semi supervised learning
- unlabeled data
- training examples
- class labels
- data distribution
- test data
- data analysis
- video sequences
- target domain