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Cross-Document Transliterated Personal Name Coreference Resolution

  • Houfeng Wang
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3614)

Abstract

This paper presents a two-step approach to determining whether a transliterated personal name from different Chinese texts stands for the same referent. A heuristic strategy based on biographical information and “colleague” names is firstly used to form an initial set of coreference chains, and then, a clustering algorithm based Vector Space Model (VSM) is applied to merge chains under the control of a full name consistent constraint. Experimental results show that this approach achieves a good performance.

Keywords

Cluster Algorithm Vector Space Model Heuristic Strategy Proper Noun Consistent Constraint 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2005

Authors and Affiliations

  • Houfeng Wang
    • 1
  1. 1.Department of Computer Science and Technology, School of Electronic Engineering and Computer SciencePeking UniversityBeijingChina

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