Autocorrelation Matrix Knowledge Distillation: A Task-Specific Distillation Method for BERT Models

Pre-trained language models perform well in various natural language processing tasks. However, their large number of parameters poses significant challenges for edge devices with limited resources, greatly limiting their application in practical deployment. This paper introduces a simple and effici...

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Bibliographic Details
Main Authors: Kai Zhang, Jinqiu Li, Bingqian Wang, Haoran Meng
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/14/20/9180
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