Breaking BERT: Understanding its Vulnerabilities for Named Entity Recognition through Adversarial Attack

Anne Dirkson, Suzan Verberne, Wessel Kraaij

Both generic and domain-specific BERT models are widely used for natural language processing (NLP) tasks. In this paper we investigate the vulnerability of BERT models to variation…