Modeling Instance Interactions for Joint Information Extraction with Neural High-Order Conditional Random Field.
Zixia JiaZhaohui YanWenjuan HanZilong ZhengKewei TuPublished in: ACL (1) (2023)
Keyphrases
- conditional random fields
- high order
- higher order
- information extraction
- markov random field
- pairwise
- crf model
- low order
- named entity recognition
- long range
- hidden markov models
- maximum entropy
- random fields
- probabilistic model
- markov models
- image labeling
- structured prediction
- semantic segmentation
- information retrieval
- graphical models
- generative model
- superpixels
- natural images
- markov networks
- named entities
- parameter estimation
- max margin
- restricted boltzmann machine
- machine learning
- lower order
- ordinal scale
- bayesian logistic regression
- energy minimization
- multi task learning
- tensor analysis