Improving a Named Entity Recognizer Trained on Noisy Data with a Few Clean Instances

Zhendong Chu, Ruiyi Zhang, Tong Yu +4

To achieve state-of-the-art performance, one still needs to train NER models on large-scale, high-quality annotated data, an asset that is both costly and time-intensive to accumul…