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