Designing an active learning based system for corpus annotation.
Bertjan BusserRoser MorantePublished in: Proces. del Leng. Natural (2005)
Keyphrases
- active learning
- supervised machine learning
- annotation effort
- selective sampling
- annotated corpus
- random sampling
- learning algorithm
- learning strategies
- semi supervised
- training examples
- supervised learning
- training set
- machine learning
- semi supervised learning
- labeled data
- open domain
- data mining
- relevance feedback
- transfer learning
- test set
- data sets
- semantic annotation
- learning process
- experimental design
- multiword
- statistical machine translation
- manual annotation
- decision trees
- metadata
- information extraction