Does Differential Privacy Impact Bias in Pretrained Language Models?
Md. Khairul IslamAndrew WangTianhao WangYangfeng JiJudy FoxJieyu ZhaoPublished in: IEEE Data Eng. Bull. (2024)
Keyphrases
- language model
- differential privacy
- differentially private
- language modeling
- probabilistic model
- n gram
- privacy preserving
- retrieval model
- language modelling
- privacy guarantees
- document retrieval
- information retrieval
- query terms
- data sharing
- statistical language models
- privacy preservation
- test collection
- data privacy
- query expansion
- smoothing methods
- language models for information retrieval
- relevance model
- privacy protection
- search logs
- web documents
- database systems