Risk Minimization for Zero-shot Sequence Labeling.
Zechuan HuYong JiangNguyen BachTao WangZhongqiang HuangFei HuangKewei TuPublished in: ACL/IJCNLP (1) (2021)
Keyphrases
- risk minimization
- sequence labeling
- conditional random fields
- dependency parsing
- loss function
- structured prediction
- named entity recognition
- generalization error
- crf model
- markov models
- object categories
- markov random field
- information extraction
- hidden markov models
- training data
- hedge detection
- binary classification
- cross validation
- superpixels
- machine learning
- generative model
- graph cuts
- graphical models
- higher order
- active learning
- pairwise
- learning algorithm