Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation.
Bin ZhangYuxiao YeGuoqing DuXiaoru HuZhishuai LiSun YangChi Harold LiuRui ZhaoZiyue LiHangyu MaoPublished in: CoRR (2024)
Keyphrases
- language model
- comprehensive evaluation
- information retrieval
- language modeling
- document retrieval
- n gram
- document level
- speech recognition
- retrieval model
- query expansion
- probabilistic model
- statistical language models
- language modelling
- test collection
- text retrieval
- relational databases
- ad hoc information retrieval
- smoothing methods
- document ranking
- text mining
- language models for information retrieval
- multiword
- relevance model
- passage retrieval
- text documents
- semantic information
- pseudo relevance feedback
- vector space model
- query terms
- term dependencies
- document collections
- text categorization
- okapi bm
- improve retrieval effectiveness
- information extraction
- keywords