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02/15/2023
DP-BART for Privatized Text Rewriting under Local Differential Privacy
Privatized text rewriting with local differential privacy (LDP) is a rec...
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08/22/2022
DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting
Text rewriting with differential privacy (DP) provides concrete theoreti...
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12/15/2021
One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks
Preserving privacy in training modern NLP models comes at a cost. We kno...
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02/10/2021