Translating Natural Language Queries to SQL Using the T5 Model

This paper presents the development process of a natural language to SQL model using the T5 model as the basis. The models, developed in August 2022 for an online transaction processing system and a data warehouse, have a 73\% and 84\% exact match accuracy respectively. These models, in conjunction...

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Veröffentlicht in:	arXiv.org 2023-12
Hauptverfasser:	Wong, Albert, Pham, Lien, Young, Lee, Chan, Shek, Sadaya, Razel, Khmelevsky, Youry, Clement, Mathias, Yau Cheng, Florence Wing, Mahony, Joe, Ferri, Michael
Format:	Artikel
Sprache:	eng
Schlagworte:	Model accuracy Query languages Research projects Transaction processing Translating
Online-Zugang:	Volltext
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