Structured prediction models for RNN based sequence labeling in clinical text.
Abhyuday JagannathaHong YuPublished in: CoRR (2016)
Keyphrases
- structured prediction
- sequence labeling
- conditional random fields
- maximum margin
- discriminative learning
- convex optimization
- latent variables
- efficient learning
- approximate inference
- belief networks
- text mining
- machine learning
- markov networks
- higher order
- information retrieval
- named entity recognition
- markov models
- probabilistic model
- learning algorithm