Explicitly Stating Assumptions Reduces Hallucinations in Natural Language Inference.
Wenchuan MuKwan Hui LimPublished in: Tiny Papers @ ICLR (2024)
Keyphrases
- natural language
- natural language processing
- statistical inference
- knowledge representation
- language processing
- natural language interface
- natural language generation
- belief networks
- semantic analysis
- inference process
- independence assumption
- semantic interpretation
- conceptual graphs
- natural language understanding
- probabilistic inference
- formal language
- machine learning
- bayesian inference
- inference mechanism
- semantic representation
- inference problems
- dialogue system
- real time
- machine translation
- question answering
- graphical models
- information extraction
- expert systems
- bayesian networks
- search engine
- databases