LogicMP: A Neuro-symbolic Approach for Encoding First-order Logic Constraints.
Weidi XuJingwei WangLele XieJianshan HeHongting ZhouTaifeng WangXiaopei WanJingdong ChenChao QuWei ChuPublished in: ICLR (2024)
Keyphrases
- first order logic
- quantifier free
- expressive power
- theorem proving
- propositional logic
- knowledge representation
- probabilistic reasoning
- function symbols
- theorem prover
- inference rules
- representation language
- inductive logic programming
- probabilistic graphical models
- markov networks
- relational algebra
- transitive closure
- markov logic networks
- horn clauses
- logical rules
- artificial intelligence
- quantifier elimination
- markov logic
- linear constraints
- data model
- np complete
- np hard
- spatial databases