基于规则和CRFs的部队组合名称识别方法

An Army Combine Name Recognition Method Based on Rules and CRFs

在军用文书处理中,提出了一种基于规则和CRFs的部队组合名称识别方法,旨在识别部队组合名称中包含的建制单位。首先在词语粗切分的军用文书上使用CRFs模型识别出部队组合名称,然后采用拆分规则识别部队组合名称中包含的建制单位。实验表明,基于规则和CRFs的部队组合名称识别方法识别准确率达到79.48%,识别的召回率为93.93%。

In military documents processing,an Army Combined Name（ACN）recognition method based on Rules and CRFs,which aims to recognize all organic units in ACNs.ACNs is proposed can be identified by CRFs,and organic units in ACNs would be recognized by splitting rules.Experiments show that,the precise and recall rate of our method for organic units in ACNs recognition is 79.48% and 93.93%.