Papers by Walter Simoncini
SeqAttack: On Adversarial Attacks for Named Entity Recognition (2021.emnlp-demo)
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| Challenge: | Named Entity Recognition (NER) is a task of recognizing named entities in a chunk of text. |
| Approach: | They investigate the portability of adversarial attacks from text classification to named entity recognition and the ability of adversary training to counteract these attacks. |
| Outcome: | The proposed framework and web application can be used to cherry pick adversarial examples and perform character-level and word-level attacks. |