Alexandria: Unsupervised High-Precision Knowledge Base Construction using a Probabilistic Program.
John M. WinnJohn GuiverSam WebsterYordan ZaykovMartin KuklaDany FabianPublished in: AKBC (2019)
Keyphrases
- high precision
- knowledge base
- high recall
- high reliability
- data driven
- unsupervised learning
- test cases
- knowledge based systems
- generative model
- bayesian networks
- expert systems
- semi supervised
- knowledge acquisition
- machine learning
- uncertain data
- high accuracy
- probabilistic model
- description logics
- supervised learning
- posterior probability
- computer programs
- reasoning process
- information theoretic
- knowledge representation
- probability theory
- minimum message length
- unsupervised manner
- neural network
- completely unsupervised