Multi-Criteria-based Active Learning for Named Entity Recognition.
Dan ShenJie ZhangJian SuGuodong ZhouChew Lim TanPublished in: ACL (2004)
Keyphrases
- multi criteria
- named entity recognition
- active learning
- semi supervised
- information extraction
- named entities
- natural language processing
- text summarization
- maximum entropy
- decision makers
- multi attribute
- conditional random fields
- imprecise information
- multi objective
- fuzzy logic
- supervised learning
- relation extraction
- multi criteria optimization
- unsupervised learning
- training set
- decision making
- machine learning
- annotated corpus
- fuzzy numbers
- pairwise
- objective function
- data sets
- maximum entropy classifier
- learning process
- learning algorithm
- multi dimensional
- classifier ensemble
- knowledge representation
- real world