Publication

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

返回学术发表
Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators 论文配图

Peiyu Liu*, Ze-Feng Gao*, Wayne Xin Zhao#, Z.Y. Xie, Zhong-Yi Lu#, Ji-Rong Wen

Annual Meeting of the Association for Computational Linguistics (ACL2021), Poster, 2021

摘要

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.