A Privacy-Preserving Approach to Extraction of Personal Information through Automatic Annotation and Federated Learning

Rajitha Hathurusinghe, Isar Nejadgholi, Miodrag Bolic

We curated WikiPII, an automatically labeled dataset composed of Wikipedia biography pages, annotated for personal information extraction. Although automatic annotation can lead to…