Earticle

초록

영어

Semantic role labeling is typically used to resolve a problem from the perspective of classification by using a corpus. Semantic Role Labeling determines an adequate predicate-argument relation. It can be used to improve performance in various areas of natural language processing. In this paper, automatic semantic role labeling using 10,000 sentences in a semantic role tagged corpus constructed from a Korean syntax tagged corpus was conducted. In Korean, affix, such as josa and eomi, is a very important role in syntactic parsing and semantic role labeling. Semantic role labeling was achieved in this study by improving particle and word ending information, which were insufficiently addressed in previous studies on semantic role labeling, and creating new features. When features based on the affix information created in this study were added to the basic features used in previous studies on semantic role labeling of languages, an F1 score of approximately 80.83% was obtained.

목차

Abstract
 1. Introduction
 2. Related Work
 3. Semantic Tag
 4. Conditional Random Fields (CRFs)
 5. Features
 6. Results of Experiments
 7. Conclusion
 Acknowledgement
 References

키워드

저자

• Byeong-Cheol Jo [ Department of Convergence Software, Hallym University, Korea, Bio-IT Research Center, Hallym University, Korea ]
• Mi-ran Seok [ Department of Convergence Software, Hallym University, Korea, Bio-IT Research Center, Hallym University, Korea ]
• Hye-Jeong Song [ Department of Convergence Software, Hallym University, Korea, Bio-IT Research Center, Hallym University, Korea ]
• Chan-Young Park [ Department of Convergence Software, Hallym University, Korea, Bio-IT Research Center, Hallym University, Korea ]
• Jong-Dae Kim [ Department of Convergence Software, Hallym University, Korea, Bio-IT Research Center, Hallym University, Korea ]
• Yu-seop Kim [ Department of Convergence Software, Hallym University, Korea, Bio-IT Research Center, Hallym University, Korea ] Corresponding Author

참고문헌

발행기관

간행물

표지보기 관심저널 등록

• 간행물명

  International Journal of Software Engineering and Its Applications

• 간기

  월간

• pISSN

  1738-9984

• 수록기간

  2008~2016

• 등재여부

  SCOPUS

• 십진분류

  KDC 505 DDC 605