Improving the Accuracy of Text-to-SQL Tools Based on Large Language Models for Real-World Relational Databases.
Gustavo M. C. CoelhoEduardo NascimentoYenier Torres IzquierdoGrettel M. GarcíaLucas FeijóMelissa LemosRobinson Luiz Souza GarciaAiko R. de OliveiraJoão PinheiroMarco A. CasanovaPublished in: DEXA (1) (2024)
Keyphrases
- language model
- relational databases
- information retrieval
- language modeling
- database
- sql queries
- n gram
- probabilistic model
- databases
- language modelling
- document retrieval
- speech recognition
- retrieval model
- query expansion
- object oriented
- statistical language models
- structured query language
- context sensitive
- document level
- prediction accuracy
- test collection
- ad hoc information retrieval
- vector space model
- multiword
- language model for information retrieval
- language models for information retrieval
- keywords
- smoothing methods
- text retrieval
- query terms
- passage retrieval
- pseudo relevance feedback
- document collections
- error rate
- retrieval systems