Fine-Tuning Large Language Models with User-Level Differential Privacy.
Zachary CharlesArun GaneshRyan McKennaH. Brendan McMahanNicole MitchellKrishna PillutlaKeith RushPublished in: CoRR (2024)
Keyphrases
- language model
- fine tuning
- differential privacy
- language modeling
- differentially private
- information retrieval
- n gram
- document retrieval
- probabilistic model
- statistical language models
- retrieval model
- test collection
- query expansion
- language models for information retrieval
- relevance model
- user interaction
- relevance feedback
- privacy preserving
- smoothing methods
- search logs
- privacy preservation
- collaborative filtering
- knowledge discovery