Named entity are recognized with reliability on roles sequence tagged using Viterbi algorithm in roles HMM.

• 命名实体识别引入了角色HMM：Viterbi算法标注出全局最优的角色序列，然后在角色序列的基础上，识别出命名实体，并计算出真实的可信度。