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A Context-Restricted Multi-Stage Korean Coreference Resolution Model

초록

영어

Coreference resolution is a task of finding all word expressions that refer to the same entity in a text. Anaphors generally refer to the nearest preceding individuals with same attributes. So, position information is one of the important features in coreference resolution. In order to resolve Korean coreferences, multi-stage resolution model is developed by classifying coreference types, and then restricted the context of each processing stage differently according to its characteristics. The experimental results show that the proposed system improved 4.4 percentage point compared with the context-unrestricted system. This means that the context-restricted method plays a positive role in Korean coreference resolution.

목차

Abstract
 1. Introduction
 2. Literature Review
 3. Context-Restricted Multi-stage Korean Coreference Resolution Model
  3.1. Context Restricted Coreference Resolution Model
  3.2. Details of Each Stage
 4. Experiments and Results
  4.1. Experiments
  4.2. Results and Discussion
 5. Conclusion
 References

저자정보

  • Meiying Ren Dept. of Computer & Information Engineering, Daegu University 201, Daegudae-ro, Gyeongsan-si, Gyeongsangbuk-do, 38453, Republic of Korea
  • Sinjae Kang School of Computer & Information Technology, Daegu University 201, Daegudae-ro, Gyeongsan-si, Gyeongsangbuk-do, 38453, Republic of Korea

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