Differentially Private Next-Token Prediction of Large Language Models.
James FlemingsMeisam RazaviyaynMurali AnnavaramPublished in: CoRR (2024)
Keyphrases
- language model
- differentially private
- language modeling
- document retrieval
- n gram
- probabilistic model
- speech recognition
- language modelling
- query expansion
- prediction accuracy
- information retrieval
- retrieval model
- statistical language models
- differential privacy
- query terms
- test collection
- document ranking
- language models for information retrieval
- smoothing methods
- relevance model
- contingency tables
- privacy preserving
- statistical language modeling
- database systems