Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field.
Chengyue JiangYong JiangWeiqi WuPengjun XieKewei TuPublished in: EMNLP (2022)
Keyphrases
- conditional random fields
- pairwise
- markov random field
- crf model
- random fields
- higher order
- graphical models
- long range
- hidden markov models
- maximum entropy
- information extraction
- probabilistic model
- multi class
- ordinal scale
- image labeling
- restricted boltzmann machine
- semantic segmentation
- generative model
- max margin
- superpixels
- named entity recognition
- similarity measure
- undirected graphical models
- semi supervised
- approximate inference
- supervised training