The Text Anonymization Benchmark (TAB): A Dedicated Corpus and Evaluation Framework for Text Anonymization. (arXiv:2202.00443v2 [cs.CL] UPDATED)

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 text document to prevent the disclosure of personal
information, currently suffers from a shortage of privacy-oriented annotated
text resources, making it difficult to properly evaluate the level of privacy
protection offered by various anonymization methods. This paper presents TAB
(Text Anonymization Benchmark), a new, open-source annotated corpus developed
to address this shortage. The corpus …

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