Empowering Tree-structured Entailment Reasoning: Rhetorical Perception and LLM-driven Interpretability.
Longyin ZhangBowei ZouAi Ti AwPublished in: LREC/COLING (2024)
Keyphrases
- probabilistic logic
- tree structured data
- tree structure
- prediction accuracy
- polynomial hierarchy
- logic programming
- knowledge representation
- reasoning systems
- tree structures
- reasoning process
- knowledge base
- knowledge representation and reasoning
- structured data
- automatically generated
- natural language generation
- cognitive processing
- real world
- textual entailment
- structured representations
- binary tree
- index structure
- np complete
- data driven
- natural language processing
- information extraction
- automated reasoning
- machine intelligence
- human perception
- belief base
- multi dimensional