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A Neighbourhood-Aware Differential Privacy Mechanism for Static Word Embeddings
We propose a Neighbourhood-Aware Differential Privacy (NADP) mechanism considering the neighbourhood of a word in a pretrained static word embedding space to determine the minimal amount of noise required to guarantee a specified privacy level.
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