Bi-directional Joint Inference for Entity Resolution and Segmentation Using Imperatively-Defined Factor Graphs.
Sameer SinghKarl SchultzAndrew McCallumPublished in: ECML/PKDD (2) (2009)
Keyphrases
- posterior distribution
- joint inference
- bi directional
- latent variables
- factor graphs
- entity resolution
- probabilistic model
- joint segmentation
- exact inference
- graphical models
- hidden variables
- image segmentation
- approximate inference
- markov networks
- bayesian framework
- information extraction
- belief propagation
- level set
- segmentation method
- record linkage
- data cleaning
- link prediction
- message passing
- probabilistic graphical models
- prior knowledge
- query processing
- data integration
- conditional random fields
- associative memory
- data model
- feature selection