Skip to main content

Studies on a Hybrid Way of Rules and Statistics for Chinese Conjunction Usages Recognition

  • Conference paper
Chinese Lexical Semantics (CLSW 2013)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8229))

Included in the following conference series:

Abstract

Conjunction is a kind of functional words. Different conjunctions may contain different usages. The same conjunction may have different usages in different contexts. Studies on conjunction usage recognition are helpful for automatic understanding of modern Chinese texts. This paper adopts a hybrid way of rules and statistics to identify conjunction usages. Experiment results show that the methods combining rules and statistics are helpful for automatic recognition of conjunction usages. Among them, F measure of the participle and part-of-speech tagging corpus of the April , May, June 2000 People’ s Daily achieves 91.42%, 90.88%, 90.92% respectively in open test.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Zhou, G.: Conjunctions and Relevant Problems. Education Press, Hefei (2002)

    Google Scholar 

  2. Lv, S.X.: Modern Chinese Eight Hundred words. Commercial Press, Beijing (2007)

    Google Scholar 

  3. Zan, H.Y., Zhou, L.J., Zhang, K.L.: Studies on the Automatic Recognition of Modern Chinese Conjunction Usages. In: Huang, D.-S., Gan, Y., Bevilacqua, V., Figueroa, J.C. (eds.) ICIC 2011. LNCS, vol. 6838, pp. 472–479. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  4. Zhou, L.J., Zhang, K.L., Yuan, Y.C.: The Studies on Automatic Recognition of Rule-based Modern Chinese Conjunction’s Usages. In: Proceedings of the Fifth National Youth Conference on Computational Linguistics, Wuhan, pp. 96–102 (2010)

    Google Scholar 

  5. Zan, H.Y., Zhang, K.L., Chai, Y.M., Yu, S.W.: Formal Description of Modern Chinese Adverb Usages. In: Proceedings of the 8th Chinese Lexical Semantics Workshop, Hongkong (2007)

    Google Scholar 

  6. Yu, S.W., Zhu, X.F., Liu, Y.: Knowledge-base of Generalized Functional Words of Contemporary Chinese. Journal of Chinese Language and Computing 13(1), 89–98 (2003)

    MATH  Google Scholar 

  7. Zan, H.Y., Zhang, K.L., Chai, Y.M., Yu, S.W.: Studies on the Functional Word Knowledge Base of Contemporary Chinese. Journal of Chinese Information Processing 21(5), 107–111 (2007)

    Google Scholar 

  8. Liu, R., Zan, H.Y., Zhang, K.L.: The Automatic Recognition Research on Contemporary Chinese Language. Computer Science 8(A), 172–174 (2008)

    Google Scholar 

  9. Zhang, J.H.: Studies on Automatic Recognition of Common Chinese Adverb’s Usages Based on Statistics. Ph.D. thesis, Zhengzhou University (2010)

    Google Scholar 

  10. Zhang, B.: Modern Chinese Functional Words Dictionary. Commercial Press, Beijing (2006)

    Google Scholar 

  11. Lafferty, J., McCallum, A., Pereira, F.: Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data. In: Proceedings of the 18th ICML 2001, Williams College, Montreal, pp. 282–289 (2001)

    Google Scholar 

  12. Zhao, H., Huang, C., Li, M.: An Improved Chinese Word Segmentation System with Conditional Random Field. In: Proceedings of the Fifth SIGHAN Workshop on Chinese Language Processing (SIGHAN-5), Sydney, pp. 162–165 (2006)

    Google Scholar 

  13. Zhou, J.S., Dai, X.N., Yi, C.Y., Chen, J.J.: Automatic Recognition of Chinese Organization Name Based on Cascaded Conditional Random Fields. Chinese Journal of Electronics 34(5), 804–809 (2006)

    Google Scholar 

  14. Ding, D.X., Qu, W.G., Xu, T., Dong, Y.: Research of Disambiguating Combinational Ambiguity in Chinese Word Segmentation Based on CRF. Journal of Nanjing Normal University 8(4), 73–76 (2008)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Zhou, L., Zan, H. (2013). Studies on a Hybrid Way of Rules and Statistics for Chinese Conjunction Usages Recognition. In: Liu, P., Su, Q. (eds) Chinese Lexical Semantics. CLSW 2013. Lecture Notes in Computer Science(), vol 8229. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-45185-0_44

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-45185-0_44

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-45184-3

  • Online ISBN: 978-3-642-45185-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics