The Benefits of Word Embeddings Features for Active Learning in Clinical Information Extraction.
Mahnoosh KholghiLance De VineLaurianne SitbonGuido ZucconAnthony N. NguyenPublished in: ALTA (2016)
Keyphrases
- active learning
- information extraction
- co occurrence
- precision and recall
- low level
- lexical features
- feature extraction
- feature vectors
- image features
- machine learning
- text mining
- semi supervised
- vector space
- training examples
- natural language processing
- learning algorithm
- feature set
- low dimensional
- supervised learning
- hidden markov models
- feature space