Using Transfer Learning to Assist Exploratory Corpus Annotation.
Paul FeltEric K. RinggerKevin D. SeppiKristian HealPublished in: LREC (2014)
Keyphrases
- transfer learning
- active learning
- learning tasks
- knowledge transfer
- reinforcement learning
- labeled data
- cross domain
- transfer knowledge
- structure learning
- multi task learning
- machine learning algorithms
- semi supervised learning
- machine learning
- learning algorithm
- multi task
- unlabeled data
- text categorization
- text classification
- automatic annotation
- manifold alignment
- domain adaptation
- databases
- image annotation
- collaborative filtering
- supervised learning
- information retrieval
- data sets
- cross lingual
- test set
- training samples
- model selection
- text mining
- personal photos
- transferring knowledge
- cross domain learning