Named Entity Recognition for Novel Types by Transfer Learning.
Lizhen QuGabriela FerraroLiyuan ZhouWeiwei HouTimothy BaldwinPublished in: CoRR (2016)
Keyphrases
- transfer learning
- named entity recognition
- information extraction
- semi supervised
- named entities
- natural language processing
- labeled data
- learning tasks
- text summarization
- maximum entropy
- knowledge transfer
- semi supervised learning
- machine learning
- cross domain
- conditional random fields
- unlabeled data
- annotated corpus
- active learning
- text mining
- collaborative filtering
- reinforcement learning
- machine learning algorithms
- transfer knowledge
- text categorization
- multi task
- classifier ensemble
- named entity disambiguation
- domain specific
- pairwise
- domain adaptation
- decision trees
- learning algorithm
- class labels
- text classification
- data points
- recommender systems
- target domain
- training data
- information retrieval