Scalable Extraction of Training Data from (Production) Language Models.
Milad NasrNicholas CarliniJonathan HayaseMatthew JagielskiA. Feder CooperDaphne IppolitoChristopher A. Choquette-ChooEric WallaceFlorian TramèrKatherine LeePublished in: CoRR (2023)
Keyphrases
- language model
- training data
- language modeling
- document retrieval
- n gram
- learning algorithm
- probabilistic model
- language modelling
- test collection
- retrieval model
- statistical language models
- information retrieval
- speech recognition
- query expansion
- context sensitive
- decision trees
- information extraction
- language models for information retrieval
- ad hoc information retrieval
- supervised learning
- classification accuracy
- vector space model
- training set
- translation model
- query specific
- document ranking
- okapi bm
- word error rate
- class labels
- query terms
- smoothing methods
- term dependencies
- pseudo relevance feedback
- retrieval systems
- language model for information retrieval