Hierarchical sequence labeling for extracting BEL statements from biomedical literature.
Suwen LiuYifan ShaoLonghua QianGuodong ZhouPublished in: BMC Medical Informatics Decis. Mak. (2019)
Keyphrases
- biomedical literature
- sequence labeling
- automatic extraction
- text mining
- conditional random fields
- dependency parsing
- named entity recognition
- structured prediction
- protein protein interactions
- named entities
- information extraction
- natural language
- machine learning
- crf model
- semantic relationships
- data sets
- graphical models
- natural language processing
- computational methods
- bayesian networks
- generative model
- information retrieval
- probabilistic model
- pairwise