Towards a Better Understanding of Label Smoothing in Neural Machine Translation
Yingbo Gao, Weiyue Wang, Christian Herold, Zijian Győző Yang, Hermann Ney
Abstract
Yingbo Gao, Weiyue Wang, Christian Herold, Zijian Yang, Hermann Ney. Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing. 2020.
Topics & Concepts
SmoothingOverfittingComputer scienceMachine translationArtificial intelligenceMachine learningContext (archaeology)GeneralizationHyperparameterArtificial neural networkPerplexityTranslation (biology)MathematicsLanguage modelBiochemistryComputer visionChemistryMathematical analysisGenePaleontologyMessenger RNABiologyNatural Language Processing TechniquesTopic ModelingMachine Learning and Data Classification