Bidirectional Sequence Labeling via Dual Decomposition.
Zhiguo WangChengqing ZongNianwen XuePublished in: CCL (2013)
Keyphrases
- sequence labeling
- dual decomposition
- structured prediction
- conditional random fields
- maximum margin
- energy minimization
- markov random field
- efficient learning
- latent variables
- named entity recognition
- markov networks
- convex optimization
- approximate inference
- crf model
- graphical models
- support vector machine
- maximum entropy
- belief networks
- information retrieval
- generative model
- text mining
- information extraction
- probabilistic model
- learning algorithm