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

Author:

Zhang Chao1ORCID,Mao Yuren1ORCID,Fan Yijiang1ORCID,Mi Yu1ORCID,Gao Yunjun1ORCID,Chen Lu1ORCID,Lou Dongfang2ORCID,Lin Jinshu2ORCID

Affiliation:

1. Zhejiang University, Hangzhou, China

2. Hundsun Technologies INC., Hangzhou, China

Publisher

ACM

Reference43 articles.

1. Ruisheng Cao, Lu Chen, Zhi Chen, Yanbin Zhao, Su Zhu, and Kai Yu. 2021. LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations. In ACL.

2. PaLM: Scaling Language Modeling with Pathways;Chowdhery Aakanksha;Journal Of Machine Learning Research,2023

3. Yiming Cui Wanxiang Che Ting Liu Bing Qin Shijin Wang and Guoping Hu. 2020. Revisiting Pre-Trained Models for Chinese Natural Language Processing. In EMNLP Findings.

4. H Dai Z Liu W Liao X Huang Y Cao Z Wu L Zhao S Xu W Liu N Liu et al. 2023. AugGPT: Leveraging ChatGPT for Text Data Augmentation. arXiv preprint arXiv:2302.13007 (2023).

5. Naihao Deng Yulong Chen and Yue Zhang. 2022. Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect. In COLING.

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3