System 1 + System 2 = Better World: Neural-Symbolic Chain of Logic Reasoning.
Wenyue HuaYongfeng ZhangPublished in: EMNLP (Findings) (2022)
Keyphrases
- automated reasoning
- proof theory
- order of magnitude reasoning
- computational properties
- neural learning
- intuitionistic logic
- deductive reasoning
- symbolic reasoning
- logical framework
- connectionist models
- human reasoning
- neural network
- proof theoretic
- reasoning engine
- logic programming
- reasoning tasks
- abductive reasoning
- probabilistic logic
- reasoning about actions
- logical inference
- reasoning systems
- logical rules
- network architecture
- horn logic
- knowledge representation
- knowledge base
- production rules
- multi valued
- qualitative reasoning
- default reasoning
- legal reasoning
- defeasible logic
- causal reasoning
- classical logic
- logic programs
- modal logic
- symbolic representation
- knowledge representation and reasoning
- high level
- knowledge representation formalisms
- probabilistic reasoning
- proof procedure
- deontic logic
- commonsense reasoning
- neural model
- scientific discovery
- probability theory
- theorem proving
- reasoning problems
- expressive power
- predicate logic
- description logics
- computer algebra systems