Combining Active Learning and Partial Annotation for Domain Adaptation of a Japanese Dependency Parser.
Daniel FlanneryShinsuke MoriPublished in: IWPT (2015)
Keyphrases
- domain adaptation
- dependency parser
- active learning
- labeled data
- semi supervised
- unlabeled data
- transfer learning
- semi supervised learning
- cross domain
- supervised learning
- target domain
- machine learning
- co training
- training set
- training examples
- sentiment classification
- learning algorithm
- learning process
- multi view
- databases
- test data
- named entity recognition
- document classification
- multiple sources
- training data
- unsupervised learning
- general purpose
- data sources
- decision trees
- knowledge discovery
- information retrieval