Abstractors: Transformer Modules for Symbolic Message Passing and Relational Reasoning.
Awni AltabaaTaylor WebbJonathan D. CohenJohn LaffertyPublished in: CoRR (2023)
Keyphrases
- message passing
- belief propagation
- modular ontologies
- distributed systems
- shared memory
- probabilistic inference
- approximate inference
- inference in graphical models
- knowledge base
- markov random field
- factor graphs
- fuzzy logic
- ldpc codes
- sum product algorithm
- graphical models
- probabilistic reasoning
- junction tree
- distributed shared memory
- knowledge representation