Skip to main content

Gram-Free Synonym Extraction Via Suffix Arrays

  • Conference paper
Information Retrieval Technology (AIRS 2008)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4993))

Included in the following conference series:

Abstract

This paper proposes a method for implementing real-time synonym search systems. Our final aim is to provide users with an interface with which they can query the system for any length strings and the system returns a list of synonyms of the input string. We propose an efficient algorithm for this operation. The strategy involves indexing documents by suffix arrays and finding adjacent strings of the query by dynamically retrieving its contexts (i.e., strings around the query). The extracted contexts are in turn sent to the suffix arrays to retrieve the strings around the contexts, which are likely to contain the synonyms of the query string.

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 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
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. Yamamoto, K.: Acquisition of lexical paraphrases from texts. In: Proceedings of COMPUTERM 2002, pp. 1–7 (2002)

    Google Scholar 

  2. Gasperin, C., Gamallo, P., Agustini, A., Lopes, G.P., de Lima, V.: Using syntactic contexts for measuring word similarity. In: Proceedings of the ESSLLI 2001 Workshop on Semantic Knowledge Acquisition and Categorisation (2001)

    Google Scholar 

  3. Murakami, A., Nasukawa, T.: Term aggregation: mining synonymous expressions using personal stylistic variations. In: Proceedings of COLING 2004 (2004)

    Google Scholar 

  4. Wu, H., Zhou, M.: Optimizing synonym extraction using monolingual and bilingual resources. In: Proceedings of IWP 2003 (2003)

    Google Scholar 

  5. van der Plas, L., Tiedemann, J.: Finding synonyms using automatic word alignment and measures of distributional similarity. In: Proceedings of COLING/ACL 2006 Main conference poster sessions, pp. 866–873 (2006)

    Google Scholar 

  6. Hagiwara, M., Ogawa, Y., Toyama, K.: Selection of effective contextual information for automatic synonym acquisition. In: Proceedings of COLING/ACL 2006, pp. 353–360 (2006)

    Google Scholar 

  7. Pasca, M., Dienes, P.: Aligning needles in a haystack: Paraphrase acquisition across the web. In: Proceedings of IJCNLP 2005, pp. 119–130 (2005)

    Google Scholar 

  8. Shimohata, M., Sumita, E.: Acquiring synonyms from monolingual comparable texts. In: Proceedings of IJCNLP 2005, pp. 233–244 (2005)

    Google Scholar 

  9. Manber, U., Myers, G.: Suffix arrays: A new method for on-line string searches. In: Proceedings of the first ACM-SIAM Symposium on Discrete Algorithms, pp. 319–327 (1990)

    Google Scholar 

  10. Chakrabarti, S.: Mining the Web: Discovering Knowledge from Hypertext Data. Morgan-Kaufmann Publishers, San Francisco (2002)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Hang Li Ting Liu Wei-Ying Ma Tetsuya Sakai Kam-Fai Wong Guodong Zhou

Rights and permissions

Reprints and permissions

Copyright information

© 2008 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Yoshida, M., Nakagawa, H., Terada, A. (2008). Gram-Free Synonym Extraction Via Suffix Arrays. In: Li, H., Liu, T., Ma, WY., Sakai, T., Wong, KF., Zhou, G. (eds) Information Retrieval Technology. AIRS 2008. Lecture Notes in Computer Science, vol 4993. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-68636-1_27

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-68636-1_27

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-68633-0

  • Online ISBN: 978-3-540-68636-1

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics