Text-to-SQL with Large Language Models: Exploring the Promise and Pitfalls.
Luca SalaGiovanni SullutroneSonia BergamaschiPublished in: SEBD (2024)
Keyphrases
- language model
- information retrieval
- language modeling
- probabilistic model
- document retrieval
- text retrieval
- document level
- retrieval model
- n gram
- speech recognition
- query expansion
- multiword
- relational databases
- test collection
- context sensitive
- language modelling
- statistical language models
- vector space model
- text mining
- translation model
- smoothing methods
- query terms
- web documents
- text documents
- language model for information retrieval
- language models for information retrieval
- ad hoc information retrieval
- passage retrieval
- document ranking
- document collections
- improve retrieval effectiveness
- news video
- statistical language modeling
- document analysis
- relevance model