CodexDB: Synthesizing Code for Query Processing from Natural Language Instructions using GPT-3 Codex.
Immanuel TrummerPublished in: Proc. VLDB Endow. (2022)
Keyphrases
- query processing
- natural language
- index structure
- natural language interface
- semantic analysis
- natural language processing
- data management
- query evaluation
- database query processing
- database systems
- knowledge representation
- aggregate queries
- query execution
- efficient processing
- computer programs
- semantic representation
- data sets
- semantic interpretation
- multidatabase environment
- question answering
- similarity search
- source code
- information extraction
- query optimization
- database
- xml data
- databases
- processing queries
- natural language understanding
- machine learning
- data partitioning
- instruction set architecture
- case study
- natural language generation
- information retrieval systems
- static analysis
- cost model
- r tree