Efficient Non-Parametric Uncertainty Quantification for Black-Box Large Language Models and Decision Planning.
Yao-Hung Hubert TsaiWalter TalbottJian ZhangPublished in: CoRR (2024)
Keyphrases
- black box
- language model
- language modeling
- probabilistic model
- n gram
- decision theory
- black boxes
- statistical language models
- speech recognition
- document retrieval
- query expansion
- language modelling
- white box
- smoothing methods
- test collection
- test cases
- pseudo relevance feedback
- query terms
- relevance model
- translation model
- high level
- integration testing
- okapi bm
- information retrieval