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20192023
most citedCompressing deep neural networks by matrix product operators

29 citations · 60 across the 9 of their papers we have counts for

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Showing 2021 · cs.LGShow all

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cs.LG2021★ 1 cited

Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators

Peiyu Liu, Ze-Feng Gao, Wayne Xin Zhao +3

This paper presents a novel pre-trained language models (PLM) compression approach based on the matrix product operator (short as MPO) from quantum many-body physics. It can decomp…