Analyzing the Effect of Multi-task Learning for Biomedical Named Entity Recognition.
Arda AkdemirTetsuo ShibuyaPublished in: CoRR (2020)
Keyphrases
- named entity recognition
- multi task learning
- information extraction
- named entities
- natural language processing
- multi task
- text summarization
- semi supervised
- learning tasks
- conditional random fields
- learning models
- high order
- learning problems
- gaussian processes
- annotated corpus
- relation extraction
- maximum entropy
- theoretical analysis
- machine learning
- transfer learning
- text mining
- information retrieval
- reinforcement learning
- question answering
- higher order
- learning algorithm
- loss function
- graphical models
- multi class
- knowledge representation
- object recognition
- feature selection
- data sets