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AdapterDrop: On the Efficiency of Adapters in Transformers

Andreas Rücklé, Gregor Geigle, Max Glockner, Tilman Beck, Jonas Pfeiffer, Nils Reimers 0001, Iryna Gurevych. AdapterDrop: On the Efficiency of Adapters in Transformers. 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 7930-7946, Association for Computational Linguistics, 2021. [doi]

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Andreas Rücklé

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Gregor Geigle

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Max Glockner

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Tilman Beck

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Jonas Pfeiffer

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Nils Reimers 0001

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Iryna Gurevych

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