Named Entity Recognition for Novel Types by Transfer Learning.
Lizhen QuGabriela FerraroLiyuan ZhouWeiwei HouTimothy BaldwinPublished in: EMNLP (2016)
Keyphrases
- transfer learning
- named entity recognition
- information extraction
- semi supervised
- labeled data
- named entities
- natural language processing
- learning tasks
- text summarization
- knowledge transfer
- maximum entropy
- machine learning
- semi supervised learning
- cross domain
- active learning
- reinforcement learning
- conditional random fields
- transfer knowledge
- collaborative filtering
- text classification
- text mining
- domain adaptation
- machine learning algorithms
- multi task
- data sets
- target domain
- artificial intelligence
- annotated corpus
- text categorization
- pairwise
- classifier ensemble
- supervised learning
- data analysis
- feature extraction
- co occurrence