Transformers Implement First-Order Logic with Majority Quantifiers.
William MerrillAshish SabharwalPublished in: CoRR (2022)
Keyphrases
- first order logic
- expressive power
- inference rules
- propositional logic
- theorem proving
- probabilistic reasoning
- inductive logic programming
- theorem prover
- knowledge representation
- representation language
- horn clauses
- markov networks
- relational algebra
- transitive closure
- probabilistic graphical models
- predicate calculus
- quantifier elimination
- quantifier free
- database
- highly expressive