Layer-wise Model Pruning based on Mutual Information

Chun Fan, Jiwei Li, Tianwei Zhang 0004, Xiang Ao 0001, Fei Wu, Yuxian Meng, Xiaofei Sun. Layer-wise Model Pruning based on Mutual Information. In Marie-Francine Moens, Xuanjing Huang, Lucia Specia, Scott Wen-tau Yih, editors, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021. pages 3079-3090, Association for Computational Linguistics, 2021. [doi]

Abstract

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