Don't forget private retrieval: distributed private similarity search for large language models.
Guy ZyskindTobin SouthAlex PentlandPublished in: CoRR (2023)
Keyphrases
- similarity search
- language model
- retrieval model
- document retrieval
- multimedia databases
- efficient indexing
- similarity retrieval
- indexing techniques
- test collection
- language modeling
- vector space
- information retrieval
- language models for information retrieval
- query expansion
- n gram
- statistical language models
- similarity queries
- ad hoc information retrieval
- similarity measure
- distance function
- metric space
- query processing
- high dimensional
- query terms
- relevance model
- smoothing methods
- language modelling
- document ranking
- high dimensional data
- exact match
- probabilistic model
- pseudo relevance feedback
- retrieval accuracy
- retrieval effectiveness
- knn
- similarity search in metric spaces
- image database
- similarity measurement
- information retrieval systems
- okapi bm
- statistical language modeling
- content based retrieval
- text retrieval
- tf idf