Robust Few-Shot Named Entity Recognition with Boundary Discrimination and Correlation Purification

1 code implementation • 13 Dec 2023 • Xiaojun Xue, Chunxia Zhang, Tianxiang Xu, Zhendong Niu

However, the present few-shot NER models assume that the labeled data are all clean without noise or outliers, and there are few works focusing on the robustness of the cross-domain transfer learning ability to textual adversarial attacks in Few-shot NER.

Adversarial Attack Entity Typing +6