Potent pairing: ensemble of long short-term memory networks and support vector machine for chemical-protein relation extraction.
Farrokh MehryaryJari BjörneTapio SalakoskiFilip GinterPublished in: Database J. Biol. Databases Curation (2018)
Keyphrases
- relation extraction
- support vector machine
- automatic extraction
- information extraction
- tree kernels
- domain specific
- named entities
- semantic relations
- training data
- training set
- drug discovery
- semantic role labeling
- question answering
- dependency trees
- feature selection
- named entity recognition
- broad coverage
- general purpose
- protein sequences
- protein structure
- machine learning
- neural network
- natural language processing
- recurrent neural networks
- learning algorithm
- knowledge representation
- support vector
- high level