Automatic Recognition of Chinese Personal Name Using Conditional Random Fields and Knowledge Base

Table 5

The experimental results.

Literature	Method	Accuracy	Recall rate	value
This paper	CRF + knowledge base	95.76%	93.46%	94.59%
Literature [5]	HMM	84.00%	94.00%	88.72%
Literature [6]	MEM + rules	69.88%	91.65%	79.30%