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cs.LG2025★ 2 cited
DE-BERT: Distance-Enhanced Early Exiting for BERT based on Prototypical Networks
Jianing He, Qi Zhang, Weiping Ding +4
Early exiting has demonstrated its effectiveness in accelerating the inference of pre-trained language models like BERT by dynamically adjusting the number of layers executed. Howe…
cs.LG2024
Granular-Balls based Fuzzy Twin Support Vector Machine for Classification
Lixi Zhao, Weiping Ding, Duoqian Miao +1
The twin support vector machine (TWSVM) classifier has attracted increasing attention because of its low computational complexity. However, its performance tends to degrade when sa…