Siamese-based metric joint learning for intent detection and slot filling using triplet loss optimization.

Muhammad YI, Salim N, Zainal A, Nasser M, Hashim AS, Huspi SH, Bena YA

Open source

DOI
10.1038/s41598-025-31864-8
Published
2025 Dec 18
Container
Scientific reports
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1038/s41598-025-31864-8,
  title = {Siamese-based metric joint learning for intent detection and slot filling using triplet loss optimization.},
  author = {Muhammad YI and Salim N and Zainal A and Nasser M and Hashim AS and Huspi SH and Bena YA},
  year = {2025},
  journal = {Scientific reports},
  doi = {10.1038/s41598-025-31864-8},
  url = {https://doi.org/10.1038/s41598-025-31864-8}
}

RIS

TY  - JOUR
TI  - Siamese-based metric joint learning for intent detection and slot filling using triplet loss optimization.
AU  - Muhammad YI
AU  - Salim N
AU  - Zainal A
AU  - Nasser M
AU  - Hashim AS
AU  - Huspi SH
AU  - Bena YA
PY  - 2025
JO  - Scientific reports
DO  - 10.1038/s41598-025-31864-8
UR  - https://doi.org/10.1038/s41598-025-31864-8
ER  - 

APA

YI, M., N, S., A, Z., M, N., AS, H., SH, H., & YA, B. (2025). Siamese-based metric joint learning for intent detection and slot filling using triplet loss optimization.. Scientific reports. https://doi.org/10.1038/s41598-025-31864-8

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