90 citations · 229 across the 24 of their papers we have counts for
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cs.CL2022★ 16 cited
BEBERT: Efficient and Robust Binary Ensemble BERT
Jiayi Tian, Chao Fang, Haonan Wang +1
Pre-trained BERT models have achieved impressive accuracy on natural language processing (NLP) tasks. However, their excessive amount of parameters hinders them from efficient depl…
cs.AR2022★ 90 cited
An Algorithm-Hardware Co-Optimized Framework for Accelerating N:M Sparse Transformers
Chao Fang, Aojun Zhou, Zhongfeng Wang
The Transformer has been an indispensable staple in deep learning. However, for real-life applications, it is very challenging to deploy efficient Transformers due to immense param…