Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules.
Prithviraj SenBreno W. S. R. de CarvalhoIbrahim AbdelazizPavan KapanipathiSalim RoukosAlexander G. GrayPublished in: EMNLP (2022)
Keyphrases
- neural network
- knowledge base
- rule extraction
- logical rules
- inference engine
- meta rules
- production rules
- knowledge based systems
- representing knowledge
- learning rules
- knowledge acquisition
- logical representation
- pattern recognition
- domain experts
- uncertain information
- knowledge from domain experts
- trained neural networks
- dimensionality reduction
- knowledge sources
- expert systems
- knowledge representation
- artificial neural networks
- association rules
- recurrent neural networks
- rule base
- multilayer perceptron
- neural network model
- vector space
- background knowledge
- rule sets
- domain knowledge
- back propagation
- description logics
- rough sets
- decision trees
- association rule mining
- logical formulas
- fuzzy decision trees
- logic programming
- hidden layer
- fuzzy systems
- multi layer
- neural nets
- human experts