On Dataset Transferability in Active Learning for Transformers.
Fran JelenicJosip JukicNina DrobacJan SnajderPublished in: CoRR (2023)
Keyphrases
- active learning
- learning strategies
- learning algorithm
- semi supervised
- machine learning
- random sampling
- training set
- batch mode
- selective sampling
- case study
- learning process
- website
- support vector machine
- information systems
- relevance feedback
- real time
- cost sensitive
- synthetic datasets
- experimental design
- crowd sourced
- imbalanced data classification