Search Results for author: Dongfang Lou

Found 3 papers, 2 papers with code

FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis

no code implementations19 Jan 2024 Chao Zhang, YUREN MAO, Yijiang Fan, Yu Mi, Yunjun Gao, Lu Chen, Dongfang Lou, Jinshu Lin

Text-to-SQL, which provides zero-code interface for operating relational databases, has gained much attention in financial analysis; because, financial professionals may not well-skilled in SQL programming.

Language Modelling Large Language Model +1

C3: Zero-shot Text-to-SQL with ChatGPT

1 code implementation14 Jul 2023 XueMei Dong, Chao Zhang, Yuhang Ge, YUREN MAO, Yunjun Gao, Lu Chen, Jinshu Lin, Dongfang Lou

This paper proposes a ChatGPT-based zero-shot Text-to-SQL method, dubbed C3, which achieves 82. 3\% in terms of execution accuracy on the holdout test set of Spider and becomes the state-of-the-art zero-shot Text-to-SQL method on the Spider Challenge.

Text-To-SQL

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