SoLA: Solver-Layer Adaption of LLM for Better Logic Reasoning.
Yu ZhangHui-Ling ZhenZehua PeiYingzhao LianLihao YinMingxuan YuanBei YuPublished in: CoRR (2024)
Keyphrases
- automated reasoning
- proof theory
- deductive reasoning
- reasoning engine
- order of magnitude reasoning
- computational properties
- logical framework
- intuitionistic logic
- proof theoretic
- human reasoning
- probabilistic logic
- knowledge representation
- logical inference
- abductive reasoning
- reasoning tasks
- horn logic
- logical rules
- multi layer
- knowledge representation formalisms
- classical logic
- truth maintenance systems
- default reasoning
- probabilistic reasoning
- reasoning systems
- neural network
- causal reasoning
- application layer
- scientific discovery
- derivation rules
- qualitative reasoning
- spatial reasoning
- knowledge base
- quantified boolean formulas
- knowledge representation and reasoning
- logical formulas
- commonsense reasoning
- formal theory
- legal reasoning
- reasoning process
- default logic
- theorem proving
- expressive power
- logic programming
- artificial intelligence