Enhancing Text-to-SQL Translation for Financial System Design

Author:

Song Yewei1ORCID,Ezzini Saad2ORCID,Tang Xunzhu1ORCID,Lothritz Cedric1ORCID,Klein Jacques1ORCID,Bissyande Tegawende1ORCID,Boytsov Andrey3ORCID,Ble Ulrick3ORCID,Goujon Anne3ORCID

Affiliation:

1. University of Luxembourg, Luxembourg, Luxembourg

2. Lancaster University, Lancaster, United Kingdom

3. Banque BGL BNP Paribas, Luxembourg, Luxembourg

Publisher

ACM

Reference34 articles.

1. Stella Biderman, Hailey Schoelkopf, Quentin Gregory Anthony, Herbie Bradley, Kyle O'Brien, Eric Hallahan, Mohammad Aflah Khan, Shivanshu Purohit, USVSN Sai Prashanth, Edward Raff, et al. 2023. Pythia: A suite for analyzing large language models across training and scaling. In International Conference on Machine Learning. PMLR, 2397--2430.

2. Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, Johannes Gehrke, Eric Horvitz, Ece Kamar, Peter Lee, Yin Tat Lee, Yuanzhi Li, Scott Lundberg, et al. 2023. Sparks of artificial general intelligence: Early experiments with gpt-4. arXiv preprint arXiv:2303.12712 (2023).

3. Expanding the scope of the ATIS task

4. Beeching Edward Fourrier Clémentine Habib Nathan Han Sheon Lambert Nathan Rajani Nazneen Sanseviero Omar Tunstall Lewis and Wolf Thomas. 2023. Open LLM Leaderboard. https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard.

5. Xinyang Geng, Arnav Gudibande, Hao Liu, Eric Wallace, Pieter Abbeel, Sergey Levine, and Dawn Song. 2023. Koala: A Dialogue Model for Academic Research. Blog post. https://bair.berkeley.edu/blog/2023/04/03/koala/

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