Bi-directional LSTM-CNNs-CRF for Italian Sequence Labeling.
Pierpaolo BasileGiovanni SemeraroPierluigi CassottiPublished in: CLiC-it (2017)
Keyphrases
- bi directional
- sequence labeling
- conditional random fields
- crf model
- dependency parsing
- probabilistic model
- named entity recognition
- markov random field
- graphical models
- hidden markov models
- structured prediction
- random fields
- information extraction
- higher order
- maximum entropy
- hedge detection
- generative model
- markov networks
- markov models
- graph cuts
- approximate inference
- segmentation method
- support vector
- neural network