Leveraging Active Learning to Minimise SRL Annotation Across Corpora.
Skatje MyersMartha PalmerPublished in: *SEM@ACL (2023)
Keyphrases
- active learning
- learning strategies
- annotation effort
- learning process
- machine learning
- training set
- semi supervised
- natural language processing
- selective sampling
- annotated corpus
- supervised learning
- random sampling
- learning algorithm
- relevance feedback
- pool based active learning
- labeled data
- training examples
- semantic annotation
- learning processes
- experimental design
- digital libraries
- transfer learning
- cost sensitive
- text corpora
- statistical machine translation
- online learning
- active learning strategies