A Context-aware Automatic Chinese Transliterated Person Names Recognition Approach

摘要：

　　Chinese Transliterated Person Name (TP-Name) recognition is a special challenging task in Chinese unknown word recognition and Chinese word segmentation.Most of existing researches mainly focus on recognizing the names of Chinese person while seldom specialize in recognizing transliterated person names.In this paper,we proposed a hybrid method for TP-Name recognition based on both the context of person names existing in and the reliability model.Besides,partial frequency statistics and proliferation option are also used to correct the misrecognized names and unrecognized names.Experiments based on a true dataset show that our approach is efficient in recognizing the TPNames from Chinese texts.The precision rate,recall rate and F-measure are 93.81%,98.14%,95.92% respectively.

关键词： transliterated person name recognition probability model name entity recognition

作者: Zuxing Wang Xiaoting Zhu Zhao Lu

作者单位: Department of Computer Science and Technology East China Normal University Shanghai, China

会议类型: 国际会议

会议名称: 第8届语义知识与网络国际会议(2012 Eighth International Conference on Semanties,Knowledge and Grids )(SKG2012)

会议地点: 北京

会议语种:英文

页码: 143-149

在线出版日期: 2012-10-22（万方平台首次上网日期，不代表论文的发表时间）