Evaluation of Transfer Learning and Domain Adaptation for Analyzing German-Speaking Job Advertisements.
Ann-Sophie GnehmEva BühlmannSimon ClematidePublished in: LREC (2022)
Keyphrases
- domain adaptation
- transfer learning
- target domain
- cross domain
- labeled data
- manifold alignment
- source domain
- transfer knowledge
- learning tasks
- knowledge transfer
- reinforcement learning
- active learning
- semi supervised learning
- collaborative filtering
- cross domain text classification
- multiple sources
- text classification
- concept space
- sentiment classification
- machine learning
- unlabeled data
- semi supervised
- test data
- training samples
- domain specific
- text mining
- information extraction
- feature space
- learning algorithm
- data mining