5 citations · 6 across the 2 of their papers we have counts for
3 papers
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…
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…
The Text Anonymization Benchmark (TAB): A Dedicated Corpus and Evaluation Framework for Text Anonymization
Ildikó Pilán, Pierre Lison, Lilja Øvrelid +3
We present a novel benchmark and associated evaluation metrics for assessing the performance of text anonymization methods. Text anonymization, defined as the task of editing a tex…