Preventing Generation of Verbatim Memorization in Language Models Gives a False Sense of Privacy.
Daphne IppolitoFlorian TramèrMilad NasrChiyuan ZhangMatthew JagielskiKatherine LeeChristopher A. Choquette-ChooNicholas CarliniPublished in: INLG (2023)
Keyphrases
- language model
- language modeling
- n gram
- document retrieval
- probabilistic model
- query expansion
- language modelling
- test collection
- statistical language models
- speech recognition
- retrieval model
- context sensitive
- information retrieval
- vector space model
- document ranking
- smoothing methods
- ad hoc information retrieval
- pseudo relevance feedback
- relevance model
- language model for information retrieval
- query terms
- retrieval effectiveness
- word error rate
- language models for information retrieval
- translation model
- term dependencies
- document length
- document collections