Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models.
Zhen LinShubhendu TrivediJimeng SunPublished in: CoRR (2023)
Keyphrases
- black box
- language model
- language modeling
- black boxes
- probabilistic model
- document retrieval
- n gram
- query expansion
- white box
- language modelling
- speech recognition
- information retrieval
- retrieval model
- statistical language models
- test collection
- uncertain data
- vector space model
- query terms
- context sensitive
- language model for information retrieval
- white box testing
- translation model
- relevance model
- pseudo relevance feedback
- integration testing
- ad hoc information retrieval
- test cases
- language models for information retrieval
- document ranking
- term dependencies
- open source
- database systems