Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking
Binzong Geng, Fajie Yuan, Qiancheng Xu, Ying Shen, Ruifeng Xu, Min Yang
Abstract
Binzong Geng, Fajie Yuan, Qiancheng Xu, Ying Shen, Ruifeng Xu, Min Yang. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers). 2021.
Topics & Concepts
Computer sciencePruningTask (project management)Natural language processingArtificial intelligenceJoint (building)Association (psychology)Masking (illustration)Volume (thermodynamics)Machine learningSpeech recognitionEngineeringPhilosophyEpistemologyPhysicsBiologySystems engineeringArchitectural engineeringQuantum mechanicsArtAgronomyVisual artsTopic ModelingSpeech and dialogue systemsDomain Adaptation and Few-Shot Learning