End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF.
Xuezhe MaEduard H. HovyPublished in: CoRR (2016)
Keyphrases
- end to end
- bi directional
- sequence labeling
- conditional random fields
- crf model
- graphical models
- dependency parsing
- named entity recognition
- structured prediction
- markov random field
- probabilistic model
- generative model
- higher order
- pairwise
- information extraction
- maximum entropy
- hidden markov models
- random fields
- superpixels
- congestion control
- markov models
- information retrieval
- hedge detection
- discriminative models
- associative memory
- training set
- markov networks
- approximate inference
- natural language processing