A Formalism and Approach for Improving Robustness of Large Language Models Using Risk-Adjusted Confidence Scores.

Ke Shen Mayank Kejriwal

Published 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