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 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.), vol. 12461, pp. 355-368, 2021.

Bibtex Entry:

@InProceedings{VatathanavaroPasupaSirirattanajakarinSuntisrivaraporn:2020,
	author    = {Supawit Vatathanavaro and
			 	 Kitsuchart Pasupa and
		 	 	 Sorratat Sirirattanajakarin and
		 	 	 Boontawee Suntisrivaraporn},
	title     = {Improved Identification of Imbalanced Multiple Annotation Intent Labels with a Hybrid {BLSTM} and {CNN} model and Hybrid Loss Function},
	booktitle = {Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020), 14-18 September 2020, Ghent, Belgium},
	editor    = {Yuxiao Dong and Georgiana Ifrim and Dunja Mladenic and Craig J. Saunders and Sofie Van Hoecke},
	year      = {2021},
	pages     = {355--368},
	doi		  = {10.1007/978-3-030-67670-4_22},
	series    = {Lecture Note in Artificial Intelligence},
	volume    = {12461},
}