EW-Tune: A Framework for Privately Fine-Tuning Large Language Models with Differential Privacy.
Rouzbeh BehniaMohammadreza EbrahimiJason PachecoBalaji PadmanabhanPublished in: CoRR (2022)
Keyphrases
- language model
- differential privacy
- fine tuning
- probabilistic model
- privacy preserving data mining algorithms
- language modeling
- privacy guarantees
- differentially private
- privacy preservation
- language modelling
- statistical language models
- document retrieval
- information retrieval
- n gram
- relevance model
- data sharing
- privacy preserving
- dimensionality reduction
- high dimensional