Skip to main content

Towards a Bootstrapping NLIDB System

  • Conference paper
Book cover Natural Language and Information Systems (NLDB 2008)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 5039))

Abstract

This paper presents the results of a feasibility study for a bootstrapping natural language database query interface which uses natural language generation (nlg) technology to address the interpretation problem faced by existing nlidb systems. In particular we assess the feasibility of automatically acquiring the requisite semantic and linguistic resources for the nlg component using the database metadata and data content, a domain-specific ontology and a corpus of associated text documents, such as end-user manuals, for example.

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. Hallett, C., Scott, D., Power, R.: Composing questions through conceptual authoring. Computational Linguistics (2007)

    Google Scholar 

  2. Kaplan, S.J.: Designing a portable natural language database query system. ACM Trans. Database Syst. 9(1), 1–19 (1984)

    Article  Google Scholar 

  3. Harris, L.R.: The ROBOT system: Natural language processing applied to data base query. In: ACM 1978: Proceedings of the 1978 annual conference, pp. 165–172. ACM Press, New York (1978)

    Chapter  Google Scholar 

  4. Alshawi, H.: The Core Language Engine. ACL-MIT Press Series in Natural Language Processing. MIT Press, Cambridge (1992)

    Google Scholar 

  5. Tang, L.R., Mooney, R.J.: Using multiple clause constructors in inductive logic programming for semantic parsing. In: EMCL 2001: Proceedings of the 12th European Conference on Machine Learning, London, UK, pp. 466–477. Springer, Heidelberg (2001)

    Google Scholar 

  6. He, Y., Young, S.: A data-driven spoken language understanding system. In: IEEE Workshop on Automatic Speech Recognition and Understanding (2003)

    Google Scholar 

  7. Kate, R.J., Mooney, R.J.: Using string-kernels for learning semantic parsers. In: Proceedings of ACL 2006, pp. 913–920 (2006)

    Google Scholar 

  8. Popescu, A.M., Etzioni, O., Kautz, H.: Towards a theory of natural language interfaces to databases. In: IUI 2003: Proceedings of the 8th international conference on Intelligent user interfaces, pp. 149–157. ACM Press, New York (2003)

    Chapter  Google Scholar 

  9. Power, R., Scott, D.: Multilingual authoring using feedback texts. In: Proceedings of COLING-ACL 1998, Montreal, Canada, pp. 1053–1059 (1998)

    Google Scholar 

  10. Evans, R., Piwek, P., Cahill, L., Tipper, N.: Natural language processing in CLIME, a multilingual legal advisory system. Natural Language Engineering (2006)

    Google Scholar 

  11. Hallett, C.: Generic querying of relational databases using natural language generation techniques. In: Proceedings of the 4th International Natural Language Generation Conference (INLG 2006), Sydney, Australia, pp. 95–102 (2006)

    Google Scholar 

  12. Hallett, C., Hardcastle, D.: A feasibility study for a bootstrapping nlg-driven nlidb system. Technical Report TR2008/07, The Open University, Milton Keynes, UK (2008)

    Google Scholar 

  13. Shvaiko, P., Euzenat, J.: A survey of schema-based matching approaches, pp. 146–171 (2005)

    Google Scholar 

  14. Codd, E.F.: Extending the database relational model to capture more meaning. ACM Trans. Database Syst. 4(4), 397–434 (1979)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Epaminondas Kapetanios Vijayan Sugumaran Myra Spiliopoulou

Rights and permissions

Reprints and permissions

Copyright information

© 2008 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Hallett, C., Hardcastle, D. (2008). Towards a Bootstrapping NLIDB System. In: Kapetanios, E., Sugumaran, V., Spiliopoulou, M. (eds) Natural Language and Information Systems. NLDB 2008. Lecture Notes in Computer Science, vol 5039. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-69858-6_20

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-69858-6_20

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-69857-9

  • Online ISBN: 978-3-540-69858-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics