Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning.
Zhili ShenPavlos VougiouklisChenxin DiaoKaustubh VyasYuanyi JiJeff Z. PanPublished in: CoRR (2024)
Keyphrases
- information retrieval
- text retrieval
- database
- retrieval quality
- databases
- relational databases
- retrieval engine
- document analysis
- database schema
- learning to rank
- cross media
- cross media retrieval
- effective retrieval
- relational dbms
- expert finding
- multimedia documents
- retrieval functions
- query language
- web image retrieval
- web search
- data model
- text mining
- document retrieval
- document level
- query expansion
- information retrieval systems
- image retrieval
- semantic content
- keyword queries
- database objects
- retrieval strategies
- entity relationship
- news video
- image database
- relational tables
- relevance feedback
- ranking algorithm
- database design
- test collection
- database applications
- language model
- relational database systems
- retrieval model
- xml data
- content and structure
- handwritten documents
- keywords
- database systems
- relevance ranking
- web images
- sql queries
- information extraction
- keyword search
- xml schema
- retrieval effectiveness
- document collections