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ID: movementpruning
Related Papers
Layer-wise Model Pruning based on Mutual Information
AbstractInspired by mutual information (MI) based feature selection in SVMs and logistic regression, in this paper, we propose MI-based layer-wise pruning: for each layer of a multi-layer neural network, neurons …...
Pruning Pre-trained Language Models Without Fine-Tuning
AbstractTo overcome the overparameterized problem in Pre-trained Language Models (PLMs), pruning is widely used as a simple and straightforward compression method by directly removing unimportant weights. Previous first-order methods successfully …...