Interpretable Multimodal Misinformation Detection with Logic Reasoning.
Hui LiuWenya WangHaoliang LiPublished in: ACL (Findings) (2023)
Keyphrases
- automated reasoning
- proof theory
- logical framework
- detection method
- order of magnitude reasoning
- object detection
- automatic detection
- knowledge representation
- deductive reasoning
- detection algorithm
- detection rate
- intuitionistic logic
- logical inference
- knowledge representation and reasoning
- probabilistic logic
- event detection
- false alarms
- false positives
- knowledge representation formalisms
- reasoning engine
- logic programming
- abductive reasoning
- human reasoning
- commonsense reasoning
- knowledge base
- horn logic
- multi modal
- reasoning about actions
- reasoning systems
- computational properties
- qualitative reasoning
- detection accuracy
- inference rules
- anomaly detection
- proof theoretic
- multi valued
- default logic