Guanqing Liang

Improving Model Generalization: A Chinese Named Entity Recognition Case Study

Generalization is an important ability that helps to ensure that a machine learning model can perform well on unseen data. In this paper, we study the effect of data bias on model generalization, using Chinese Named Entity Recognition (NER) as a case study. Specifically, we analyzed five benchmarkin…