126 citations · 613 across the 33 of their papers we have counts for
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cs.CL2021★ 26 cited
When differential privacy meets NLP: The devil is in the detail
Ivan Habernal
Differential privacy provides a formal approach to privacy of individuals. Applications of differential privacy in various scenarios, such as protecting users' original utterances,…
cs.SI2021
Privacy-Preserving Graph Convolutional Networks for Text Classification
Timour Igamberdiev, Ivan Habernal
Graph convolutional networks (GCNs) are a powerful architecture for representation learning on documents that naturally occur as graphs, e.g., citation or social networks. However,…