Differentially-private sentence-level text rewriting using language models causes systematic loss of interactive markers, contextual references, and complex subordination, homogenizing texts toward a non-involved and non-persuasive register.
InProceedings of the 3rd Workshop on Trustwor- thy Natural Language Processing (TrustNLP 2023), pages 151–162, Toronto, Canada
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Differentially-Private Text Rewriting reshapes Linguistic Style
Differentially-private sentence-level text rewriting using language models causes systematic loss of interactive markers, contextual references, and complex subordination, homogenizing texts toward a non-involved and non-persuasive register.