Information Extraction from Biomedical Texts: Learning Models with Limited Supervision.
Marie-Francine MoensPublished in: Louhi@EMNLP (2015)
Keyphrases
- learning models
- information extraction
- conditional random fields
- machine learning
- information extraction systems
- natural language text
- text mining
- learning tasks
- learning algorithm
- machine learning algorithms
- loss function
- natural language processing
- semi supervised learning
- active learning
- natural language
- classification models
- learning problems
- relation extraction
- hidden markov models
- information retrieval
- named entities
- text classification
- sparse metric learning