OmniscientDB: A Large Language Model-Augmented DBMS That Knows What Other DBMSs Do Not Know.
Matthias UrbanDuc Dat NguyenCarsten BinnigPublished in: aiDM@SIGMOD (2023)
Keyphrases
- language model
- database management systems
- relational dbms
- language modeling
- data types
- data base management systems
- database systems
- data management
- n gram
- document retrieval
- object relational
- query processing
- speech recognition
- information retrieval
- retrieval model
- probabilistic model
- data model
- database
- language modelling
- ad hoc information retrieval
- query expansion
- context sensitive
- document ranking
- test collection
- mixture model
- storage structures
- translation model
- smoothing methods
- relevance model
- bayesian networks
- vector space model
- statistical language models
- pseudo relevance feedback
- query terms
- document length
- co occurrence
- dirichlet prior