Some machine learning algorithms also have been investigated in Chinese NER, including HMM (Yu et al., 1998;, class-based language model (Gao et al., 2005;, RRM (Guo et al., 2005;, etc.
when a machine learning-based NER system is directly employed in a new domain, its performance usually degrades.