Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation.
Zhouhao SunXiao DingLi DuBibo CaiJinglong GaoTing LiuBing QinPublished in: CoRR (2024)
Keyphrases
- natural language
- classical logic
- automated reasoning
- theorem proving
- proof theory
- knowledge representation
- valued logic
- automated theorem proving
- theorem prover
- proof procedure
- intuitionistic logic
- logical inference
- deductive reasoning
- computational properties
- order of magnitude reasoning
- logical formulas
- logic programming
- proof theoretic
- reasoning engine
- commonsense reasoning
- formal language
- logical framework
- knowledge representation formalisms
- human reasoning
- reasoning systems
- abductive reasoning
- knowledge representation language
- knowledge base
- high resolution
- probabilistic logic
- qualitative reasoning
- reasoning tasks
- causal reasoning
- knowledge representation and reasoning
- inductive inference
- horn logic
- logical rules
- semantic analysis
- predicate logic
- reasoning about actions
- language processing
- machine learning
- derivation rules
- natural language interface
- natural language processing
- description logics
- semantic interpretation
- logic programs
- modal logic
- natural language understanding
- conceptual representation
- information extraction
- default logic
- truth maintenance systems
- reasoning process