Distributed Fine-tuning of Language Models on Private Data.
Vadim PopovMikhail A. KudinovIrina PiontkovskayaPetr VytovtovAlex NevidomskyPublished in: ICLR (Poster) (2018)
Keyphrases
- language model
- fine tuning
- private data
- language modeling
- data sharing
- probabilistic model
- n gram
- statistical language models
- language modelling
- privacy preserving
- document retrieval
- retrieval model
- information retrieval
- distributed data
- query expansion
- personal information
- test collection
- differential privacy
- private information
- language models for information retrieval
- data privacy
- privacy protection
- third party
- query terms
- privacy preserving data mining
- smoothing methods
- digital libraries
- peer to peer
- data mining