Latent Template Induction with Gumbel-CRFs.
Yao FuChuanqi TanBin BiMosha ChenYansong FengAlexander M. RushPublished in: NeurIPS (2020)
Keyphrases
- conditional random fields
- latent variables
- template matching
- fully connected
- higher order
- named entity recognition
- information extraction
- concept formation
- structured prediction
- constructive induction
- probabilistic model
- hidden markov models
- sequence labeling
- markov random field
- rule induction
- pairwise
- inductive logic programming
- inductive learning
- program synthesis
- semantic segmentation
- inductive inference
- explanation based learning
- machine learning
- max margin learning
- latent variable models
- parameter learning
- approximate inference
- concept learning
- matching algorithm
- graphical models
- bayesian networks
- decision trees
- learning algorithm