Differentially Private Fine-tuning of Language Models.
Da YuSaurabh NaikArturs BackursSivakanth GopiHuseyin A. InanGautam KamathJanardhan KulkarniYin Tat LeeAndre ManoelLukas WutschitzSergey YekhaninHuishuai ZhangPublished in: ICLR (2022)
Keyphrases
- fine tuning
- language model
- differentially private
- language modeling
- differential privacy
- probabilistic model
- n gram
- speech recognition
- document retrieval
- information retrieval
- language modelling
- retrieval model
- test collection
- query expansion
- smoothing methods
- query terms
- fine tuned
- document ranking
- digital libraries
- contingency tables
- translation model