Dongsu Shen

WkNER: Enhancing Named Entity Recognition with Word Segmentation Constraints and kNN Retrieval

Fine-tuning Pre-trained Language Models (PLMs) is a popular Natural Language Processing (NLP) paradigm for addressing Named Entity Recognition (NER) tasks. However, neural network models often demonstrate poor generalization capabilities due to significant disparities between the knowledge learned b…