Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation.
Lorenz KuhnYarin GalSebastian FarquharPublished in: ICLR (2023)
Keyphrases
- natural language generation
- natural language
- natural language processing
- uncertain data
- high level
- word order
- machine learning
- text generation
- domain specific
- machine translation
- dialog systems
- syntactic structures
- linguistic analysis
- dialogue system
- belief functions
- semantic information
- semantic web
- general purpose
- cooperative
- information retrieval