A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models

Kaiyuan Liao, Yi Zhang 0050, Xuancheng Ren, Qi Su 0001, Xu Sun 0001, Bin He. A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models. In Kristina Toutanova, Anna Rumshisky, Luke Zettlemoyer, Dilek Hakkani-Tür, Iz Beltagy, Steven Bethard, Ryan Cotterell, Tanmoy Chakraborty 0002, Yichao Zhou, editors, Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021. pages 2013-2023, Association for Computational Linguistics, 2021. [doi]

Abstract

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