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

1 code implementation • NAACL (PrivateNLP) 2021 • Rajitha Hathurusinghe, Isar Nejadgholi, Miodrag Bolic

We trained a BERT-based NER model with WikiPII and showed that with an adequately large training dataset, the model can significantly decrease the cost of manual information extraction, despite the high level of label noise.

Federated Learning NER +1