A neural network multi-task learning approach to biomedical named entity recognition.
Gamal K. O. CrichtonSampo PyysaloBilly ChiuAnna KorhonenPublished in: BMC Bioinform. (2017)
Keyphrases
- multi task learning
- named entity recognition
- information extraction
- multi task
- named entities
- natural language processing
- learning tasks
- gaussian processes
- text mining
- conditional random fields
- maximum entropy
- text summarization
- high order
- theoretical analysis
- semi supervised
- learning problems
- transfer learning
- information retrieval
- question answering
- annotated corpus
- machine learning
- learning models
- learning algorithm
- knn
- text classification
- image classification
- knowledge discovery
- probabilistic model
- decision trees