ActiveGLAE: A Benchmark for Deep Active Learning with Transformers.
Lukas RauchMatthias AßenmacherDenis HuseljicMoritz WirthBernd BischlBernhard SickPublished in: CoRR (2023)
Keyphrases
- active learning
- machine learning
- semi supervised
- learning strategies
- training examples
- learning algorithm
- comparative analysis
- information retrieval
- database
- learning process
- active learning strategies
- online learning
- selective sampling
- random sampling
- pool based active learning
- sample complexity
- cost sensitive
- semi supervised learning
- unsupervised learning
- text classification
- information systems