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Improving Chinese Event Construction Extraction with Lexical Relation Pairs

  • Liou Chen
  • Qiang Zhou
  • Hongxian Wang
Part of the Lecture Notes in Computer Science book series (LNCS, volume 7337)

Abstract

Semantic Role Labeling (SRL) has proved to be a valuable tool for performing automatic analysis of natural language text. SRL requires additional information besides lexical and syntactical features to recognize the candidate arguments better. This paper investigates the use of Lexical Relation Pair (LRP) information for the task of Event Construction Extraction. Experimental results show that introducing LRP features can achieve some improvements. Further experiments indicate that using automatically extracted LRPs can obtain even better performance than manually annotated ones. This observation enables the large-scale usage of LRPs in the future.

Keywords

Event Construction extraction Lexical Relation Pair 

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References

  1. 1.
    Ding, W., Chang, B.: Fast Semantic Role Labeling for Chinese Based on Semantic Chunking. In: Li, W., Mollá-Aliod, D. (eds.) ICCPOL 2009. LNCS, vol. 5459, pp. 79–90. Springer, Heidelberg (2009)CrossRefGoogle Scholar
  2. 2.
    Lin, X., Zhang, M., Wu, X.: Chinese semantic role labeling with hierarchical semantic knowledge. In: Electrical and Control Engineering International Conference, pp. 583–586 (2010)Google Scholar
  3. 3.
    Qi, Y.: Chinese collocation dictionary. Guangming Daily Press, Beijing (2003)Google Scholar
  4. 4.
    Sun, W., Sui, Z., Wang, M., Wang, X.: Chinese semantic role labeling with shallow parsing. In: Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pp. 1475–1483 (2009)Google Scholar
  5. 5.
    Sun, W.: Semantics-driven shallow parsing for Chinese semantic role labeling. In: Proceedings of the ACL 2010 Conference Short Papers, pp. 102–108 (2010)Google Scholar
  6. 6.
    Xue, N.: Labeling Chinese predicates with semantic roles. Computational Linguistics 34(2), 225–255 (2008)MathSciNetCrossRefGoogle Scholar
  7. 7.
    Yang, S., Chen, J.: Research on structural ambiguity in Chinese automatic syntactic parsing. Journal of Kunming University (Science & Technology) 30(2) (2005)Google Scholar
  8. 8.
    Yu, H., Zhou, Q.: Intra-chunk relationship analyses for Chinese base chunk labeling system. Journal of Tsinghua (Science & Technology) 49(10) (2009)Google Scholar
  9. 9.
    Yu, S., Zhu, X., Wang, H., Zhang, Y.: PKU grammatical dictionary. Tsinghua University Press, Beijing (1998)Google Scholar
  10. 10.
    Yu S., et al.: Guideline of People’s Daily Corpus Annotation. Technical report, Beijing University. (2001)Google Scholar
  11. 11.
    Zhou, Q., Li, Y.: The Design of Chinese Chunk Parsing Task. In: The Tenth Chinese National Conference on Computational Linguistics, pp. 130–135 (2009)Google Scholar
  12. 12.
    Zhou, Q., Zhang, W., Yu, S.: Chinese Treebank Construction. Journal of Chinese Information Processing, 42–51 (1997)Google Scholar
  13. 13.
    Zhou, Q.: SemEval-2010 Task 11: Event detection in Chinese news sentences. In: ACE 2010 Workshop, p. 86 (2010)Google Scholar
  14. 14.
    People’s Daily (1998, 2000) corpus, http://icl.pku.edu.cn/icl_res/default_en.asp

Copyright information

© Springer-Verlag Berlin Heidelberg 2012

Authors and Affiliations

  • Liou Chen
    • 1
  • Qiang Zhou
    • 2
  • Hongxian Wang
    • 1
  1. 1.Department of Computer Science and TechnologyTsinghua UniversityChina
  2. 2.National Laboratory for Information Science and TechnologyTsinghua UniversityChina

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