Learning and Evaluating a Differentially Private Pre-trained Language Model

Shlomo Hoory, Amir Feder, Avichai Tendler, Sofia Erell, Alon Peled-Cohen, Itay Laish, Hootan Nakhost, Uri Stemmer, Ayelet Benjamini, Avinatan Hassidim, Yossi Matias. Learning and Evaluating a Differentially Private Pre-trained Language Model. In Marie-Francine Moens, Xuanjing Huang, Lucia Specia, Scott Wen-tau Yih, editors, Findings of the Association for Computational Linguistics: EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 2021. pages 1178-1189, Association for Computational Linguistics, 2021. [doi]

Authors

Shlomo Hoory

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Amir Feder

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Avichai Tendler

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Sofia Erell

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Alon Peled-Cohen

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Itay Laish

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Hootan Nakhost

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Uri Stemmer

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Ayelet Benjamini

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Avinatan Hassidim

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Yossi Matias

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