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cs.CL2024
Truthful Text Sanitization Guided by Inference Attacks
Ildikó Pilán, Benet Manzanares-Salor, David Sánchez +1
Text sanitization aims to rewrite parts of a document to prevent disclosure of personal information. The central challenge of text sanitization is to strike a balance between priva…
cs.CL2022
Bootstrapping Text Anonymization Models with Distant Supervision
Anthi Papadopoulou, Pierre Lison, Lilja Øvrelid +1
We propose a novel method to bootstrap text anonymization models based on distant supervision. Instead of requiring manually labeled training data, the approach relies on a knowled…