MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation

Satya Krishna Gorti, Ilan Gofman, Zhaoyan Liu, Jiapeng Wu, Noël Vouitsis, Guangwei Yu, Jesse C. Cresswell, Rasa Hosseinzadeh. MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation. In Luis Chiruzzo, Alan Ritter, Lu Wang, editors, Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2025 - Volume 1: Long Papers, Albuquerque, New Mexico, USA, April 29 - May 4, 2025. pages 2145-2160, Association for Computational Linguistics, 2025. [doi]

@inproceedings{GortiGLWVYCH25,
  title = {MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation},
  author = {Satya Krishna Gorti and Ilan Gofman and Zhaoyan Liu and Jiapeng Wu and Noël Vouitsis and Guangwei Yu and Jesse C. Cresswell and Rasa Hosseinzadeh},
  year = {2025},
  url = {https://aclanthology.org/2025.naacl-long.107/},
  researchr = {https://researchr.org/publication/GortiGLWVYCH25},
  cites = {0},
  citedby = {0},
  pages = {2145-2160},
  booktitle = {Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2025 - Volume 1: Long Papers, Albuquerque, New Mexico, USA, April 29 - May 4, 2025},
  editor = {Luis Chiruzzo and Alan Ritter and Lu Wang},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-189-6},
}