LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification.
Jiangjie ChenQiaoben BaoChangzhi SunXinbo ZhangJiaze ChenHao ZhouYanghua XiaoLei LiPublished in: AAAI (2022)
Keyphrases
- automated reasoning
- proof theory
- deductive reasoning
- asynchronous circuits
- computational properties
- order of magnitude reasoning
- proof theoretic
- reasoning engine
- intuitionistic logic
- model checking
- human reasoning
- logical inference
- verification method
- logical framework
- knowledge representation formalisms
- probabilistic logic
- abductive reasoning
- bounded model checking
- logic programming
- commonsense reasoning
- knowledge representation
- reasoning tasks
- model checker
- knowledge representation and reasoning
- horn logic
- formal verification
- knowledge base
- reasoning systems
- logical rules
- predicate logic
- classical logic
- least squares
- expressive power
- modal logic
- proof procedure
- natural deduction
- default reasoning
- signature verification
- derivation rules
- objective function
- probabilistic reasoning
- qualitative reasoning
- multi valued
- reasoning about actions
- artificial intelligence
- nonmonotonic reasoning
- spatial reasoning
- formal methods
- temporal logic
- linear temporal logic
- description logics
- reasoning process
- set theory