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Large Language Model-Based Critical Care Big Data Deployment and Extraction: Descriptive Analysis.

JMIR Med Inform
Yang Z, Xu SS, Liu X, Xu N, Chen Y, Wang S, Miao MY, Hou M, Liu S, Zhou YM, Zhou JX, Zhang L.   +11 more
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SQL∗: A recursive SQL

Information Systems, 1993
Abstract SQL, Structured Query Language, supported by most relational database systems since its introduction by IBM in the mid 1970s, has been widely accepted and has enjoyed much popularity because of its declarativeness and the simplicity of its English-like syntax and semantics. SQL satisfied classical database applications which merely involved
Kemal Koymen, Qujun Cai
openaire   +1 more source

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

International Conference on Computational Linguistics, 2023
Recent LLM-based Text-to-SQL methods usually suffer from significant performance degradation on"huge"databases and complex user questions that require multi-step reasoning.
Bing Wang, Changyu Ren, Jian Yang, Xinnian Liang, Jiaqi Bai, Qian-Wen Zhang, Zhao Yan, Zhoujun Li   +7 more
semanticscholar   +1 more source

SQL/AA

Proceedings of the VLDB Endowment, 2014
Current applications, from complex sensor systems (e.g. quantified self) to online e-markets acquire vast quantities of personal information which usually end-up on central servers. This information represents an unprecedented potential for user customized applications and business (e.g., car insurance billing, carbon tax, traffic decongestion ...
To, Cuong Quoc, Nguyen, Benjamin, Pucheral, Philippe   +2 more
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Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

International Conference on Learning Representations
Real-world enterprise text-to-SQL workflows often involve complex cloud or local data across various database systems, multiple SQL queries in various dialects, and diverse operations from data transformation to analytics.
Fangyu Lei, Fangyu Lei, Jixuan Chen, Yuxiao Ye, Ruisheng Cao, Dongchan Shin, Hongjin Su, Zhaoqing Suo, Hongcheng Gao, Hongcheng Gao, Pengcheng Yin, Victor Zhong, Caiming Xiong, Ruoxi Sun, Qian Liu, Sida Wang, Tao Yu   +16 more
semanticscholar   +1 more source