Faithfully Explainable Recommendation via Neural Logic Reasoning.
Yaxin ZhuYikun XianZuohui FuGerard de MeloYongfeng ZhangPublished in: NAACL-HLT (2021)
Keyphrases
- automated reasoning
- proof theory
- deductive reasoning
- order of magnitude reasoning
- probabilistic logic
- computational properties
- proof theoretic
- logical inference
- logical framework
- intuitionistic logic
- recommender systems
- human reasoning
- reasoning engine
- collaborative filtering
- reasoning systems
- abductive reasoning
- logic programming
- classical logic
- user preferences
- network architecture
- knowledge representation and reasoning
- reasoning tasks
- knowledge representation formalisms
- commonsense reasoning
- nonmonotonic inference
- knowledge representation
- logical rules
- horn logic
- knowledge base
- probabilistic reasoning
- neural network
- reasoning problems
- fuzzy logic
- modal logic
- recommendation systems
- bio inspired
- default reasoning
- reasoning process
- neural model
- legal reasoning
- linear logic
- logical formulas
- defeasible logic
- probabilistic knowledge
- theorem proving
- inference rules
- description logics
- predicate logic
- website
- derivation rules
- reasoning about actions