Implementation of transformer model for natural language to SQL query translation

autor
Yalova, Kateryna
Babenko, Mykhailo
Yashyna, Kseniia
vastutusandmed
Kateryna Yalova, Mykhailo Babenko, Kseniia Yashyna, Artem Boyarchuk
ilmumiskoht
Khmelnytskyi
kirjastus/väljaandja
ilmumisaasta
leheküljed
p. 72-85
konverentsi nimetus, aeg
2nd International Workshop on Intelligent and CyberPhysical Systems, July 04, 2025
konverentsi toimumispaik
Khmelnytskyi, Ukraine
ISSN
1613-0073
teaduspublikatsioon
teaduspublikatsioon
TTÜ struktuuriüksus
keel
Inglise
võtmesõna
transformer-based neural network
natural language to database interface
spider dataset
Scopus
klassifikaator
3.1
Yalova, K., Babenko, M., Yashyna, K., Boyarchuk, A. Implementation of transformer model for natural language to SQL query translation // ICyberPhyS 2025 : 2nd International Workshop on Intelligent and CyberPhysical Systems, Khmelnytskyi, Ukraine, July 04, 2025. Khmelnytskyi : CEUR-WS, 2025. p. 72-85. (CEUR Workshop Proceedings ; 4013). https://ceur-ws.org/Vol-4013/paper6.pdf