Privacy Regularization: Joint Privacy-Utility Optimization in Language Models.
Fatemehsadat MireshghallahHuseyin A. InanMarcello HasegawaVictor RühleTaylor Berg-KirkpatrickRobert SimPublished in: CoRR (2021)
Keyphrases
- language model
- privacy preserving
- differential privacy
- language modeling
- privacy requirements
- retrieval model
- document retrieval
- probabilistic model
- speech recognition
- statistical language models
- n gram
- information retrieval
- query expansion
- test collection
- language modelling
- document ranking
- context sensitive
- information extraction
- smoothing methods