Reducing Confusion in Active Learning for Part-Of-Speech Tagging.
Aditi ChaudharyAntonios AnastasopoulosZaid SheikhGraham NeubigPublished in: CoRR (2020)
Keyphrases
- active learning
- semi supervised
- named entity recognition
- machine learning
- learning strategies
- pool based active learning
- experimental design
- batch mode
- random sampling
- morphological analysis
- chinese word segmentation
- learning algorithm
- selective sampling
- information retrieval
- annotation effort
- significantly reduced
- active learning strategies
- word sense disambiguation
- dependency parsing
- database
- training examples
- learning process
- artificial intelligence
- data sets
- real time