Protecting Privacy Through Approximating Optimal Parameters for Sequence Unlearning in Language Models.
Dohyun LeeDaniel RimMinseok ChoiJaegul ChooPublished in: ACL (Findings) (2024)
Keyphrases
- language model
- optimal parameters
- language modeling
- document retrieval
- information retrieval
- parameter values
- probabilistic model
- speech recognition
- n gram
- language modelling
- test collection
- support vector regression
- query expansion
- parameter settings
- optimization procedure
- statistical language models
- genetic algorithm
- language models for information retrieval
- retrieval model
- relevance model
- smoothing methods
- document ranking
- classification accuracy
- optimal solution
- pattern recognition
- data mining
- document collections
- object recognition