A Formalism and Approach for Improving Robustness of Large Language Models Using Risk-Adjusted Confidence Scores.
Ke ShenMayank KejriwalPublished in: CoRR (2023)
Keyphrases
- image retrieval
- language model
- confidence scores
- language modeling
- probabilistic model
- retrieval model
- query expansion
- n gram
- document retrieval
- information retrieval
- language modelling
- mixture model
- smoothing methods
- context sensitive
- statistical language models
- test collection
- relevance model
- document ranking
- language models for information retrieval
- maximum likelihood
- object recognition