An Experimental Research of Text-to-SQL for Heterogeneous Data in Large Language Models.
Weiwei YangXiaoliang WangBosheng ChenYong LiuBing WangHui WangXiaoke WangHaitao ZhuaZhehao WangPublished in: ICIC (LNAI 1) (2024)
Keyphrases
- language model
- heterogeneous data
- information retrieval
- databases
- language modeling
- data integration
- n gram
- document retrieval
- document level
- language modelling
- probabilistic model
- data management
- data sources
- database
- retrieval model
- relational databases
- text retrieval
- test collection
- complex data
- statistical language models
- document ranking
- query expansion
- language models for information retrieval
- text mining
- query terms
- web data
- relevance model
- pseudo relevance feedback
- vector space model
- translation model
- web documents
- information extraction
- text documents
- information sources
- pattern recognition
- data points
- keywords
- smoothing methods
- metadata