Improved identification of imbalanced multiple annotation intent labels with a hybrid BLSTM and CNN model and hybrid loss function

Vatathanavaro, Supawit; Pasupa, Kitsuchart; Sirirattanajakarin, Sorratat; Suntisrivaraporn, Boontawee

doi:10.1007/978-3-030-67670-4_22

by Supawit Vatathanavaro, Kitsuchart Pasupa, Sorratat Sirirattanajakarin, Boontawee Suntisrivaraporn

Reference:

Supawit Vatathanavaro, Kitsuchart Pasupa, Sorratat Sirirattanajakarin, Boontawee Suntisrivaraporn, "Improved identification of imbalanced multiple annotation intent labels with a hybrid BLSTM and CNN model and hybrid loss function", In Proceedings of the 31st European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020), 14-18 September 2020, Ghent, Belgium (Yuxiao Dong, Georgiana Ifrim, Dunja Mladenic, Craig J. Saunders, Sofie Van Hoecke, eds.), Springer International Publishing, vol. 12461, pp. 355-368, 2020.

Bibtex Entry:

@InProceedings{VatathanavaroPasupaSirirattanajakarinSuntisrivaraporn2021,
  author    = {Supawit Vatathanavaro and Kitsuchart Pasupa and Sorratat Sirirattanajakarin and Boontawee Suntisrivaraporn},
  booktitle = {Proceedings of the 31st European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020), 14-18 September 2020, Ghent, Belgium},
  title     = {Improved identification of imbalanced multiple annotation intent labels with a hybrid {BLSTM} and {CNN} model and hybrid loss function},
  year      = {2020},
  editor    = {Yuxiao Dong and Georgiana Ifrim and Dunja Mladenic and Craig J. Saunders and Sofie Van Hoecke},
  pages     = {355--368},
  publisher = {Springer International Publishing},
  series    = {Lecture Note in Artificial Intelligence},
  volume    = {12461},
  doi       = {10.1007/978-3-030-67670-4_22},
  isbn      = {9783030676704},
  issn      = {1611-3349},
}