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Parameter-Efficient Transfer Learning with Diff Pruning

Demi Guo, Alexander M. Rush, Yoon Kim

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Abstract

Demi Guo, Alexander Rush, Yoon Kim. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). 2021.

Topics & Concepts

Computer sciencePruningTransfer of learningNatural language processingArtificial intelligenceComputational linguisticsJoint (building)Transfer (computing)Deep learningSpeech recognitionLinguisticsPhilosophyEngineeringParallel computingBiologyAgronomyArchitectural engineeringTopic ModelingNatural Language Processing TechniquesDomain Adaptation and Few-Shot Learning