Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning.
Mike ZhangKristian Nørgaard JensenBarbara PlankPublished in: LREC (2022)
Keyphrases
- fine grained
- transfer learning
- coarse grained
- text classification
- machine learning
- cross domain learning
- active learning
- machine learning algorithms
- access control
- labeled data
- learning tasks
- knowledge transfer
- cross domain
- decision trees
- feature extraction
- reinforcement learning
- semi supervised learning
- support vector
- supervised learning
- feature selection
- collaborative filtering
- feature space
- unlabeled data
- training samples
- text categorization
- training set
- learning algorithm
- transfer knowledge
- data lineage
- data model
- multi task
- model selection
- general purpose
- multi class
- support vector machine