LogicMP: A Neuro-symbolic Approach for Encoding First-order Logic Constraints.
Weidi XuJingwei WangLele XieJianshan HeHongting ZhouTaifeng WangXiaopei WanJingdong ChenChao QuWei ChuPublished in: CoRR (2023)
Keyphrases
- first order logic
- expressive power
- quantifier free
- theorem proving
- propositional logic
- knowledge representation
- function symbols
- probabilistic reasoning
- theorem prover
- inductive logic programming
- inference rules
- relational algebra
- markov networks
- probabilistic graphical models
- transitive closure
- horn clauses
- representation language
- markov logic
- quantifier elimination
- constraint databases
- dl lite
- artificial intelligence
- logical rules
- anti unification
- data model