Skip to main content

A Question Answering System on Special Domain and the Implementation of Speech Interface

  • Conference paper
Computational Linguistics and Intelligent Text Processing (CICLing 2006)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 3878))

Abstract

In this paper, we propose a construction of Question Answering(QA) system, which synthesizes the answers retrieval from the frequent asked questions database and documents database, based on special domain about sightseeing information. A speech interface for the special domain was implemented along with the text interface, using an acoustic model HMM, a pronunciation lexicon, and a language model FSN on the basis of the feature of Chinese sentence patterns. We consider the synthetic model based on statistic VSM and shallow language analysis for sightseeing information. Experimental results showed high accuracy can be achieved for the special domain and the speech interface is available for frequently asked questions about sightseeing information.

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. Harabagiu, S., Moldovan, D., Pasca, M., Surdeanu, M., Mihalcea, R., Girju, R., Rus, V., Lacatusu, F., Morarescu, P., Bunescu, R.: Answering Complex, List and Context Questions with LCC’s Question-Answering Server. In: Proceedings of the TREC-10 Conference, Gaithersburg. MD (2001)

    Google Scholar 

  2. Burger, J.D.: MITRE’s Qanda at TREC-12. In: The Twelvth Text REtrieval Conference, pp. 255–500. NIST Special Publication, SP (2004)

    Google Scholar 

  3. Richard, F.E., Gabbay, I., Mulcahy, M., White, K.: Question Answering using the DLT System at TREC 2003. In: Proceedings of the TREC 2003 Conference (2003)

    Google Scholar 

  4. Guan, Y., Wang, X., Zhao, Y., Zhao, J.: The Research on Professional Website Oriented Chinese Question Answering System. In: ICCPOL 2003, Shenyang, China, August 4-6, pp. 490–497 (2003)

    Google Scholar 

  5. Li, X., Croft, W.B.: Evaluating Question Answering Techniques in Chinese. In: Proceeding of HLT 2001, San Diego, CA, pp. 18–21 (March 2001)

    Google Scholar 

  6. Tsur, O., Rijke, M., Sima’an, K.: Biographer: Biography questions as a restricted domain question answering task. In: Proceedings ACL 2004 Workshop on Question Answering in Restricted Domains (2004)

    Google Scholar 

  7. Benamara, F.: Cooperative question answering in restricted domain: the WEBCOOP experiment. In: Proceedings ACL 2004 Workshop on Question Answering in Restricted Domains (2004)

    Google Scholar 

  8. Niu, Y., Hirst, G.: Analysis of Semantic Classes in Medical Text for Question Answering. In: Proceedings ACL 2004 Workshop on Question Answering in Restricted Domains (2004)

    Google Scholar 

  9. Li, H., Fan, X., Li, L., Zhang, F.: The Study and Implementation of Finance-domain Chinese Automatic Question- Answering System: FAQAS. In: ICCPOL 2003, Shenyang, China, August 4-6, vol. 6, pp. 483–489 (2003)

    Google Scholar 

  10. Wang, S., Liu, Q., Bai, S.: A Survey on Question Answering System. In: ICCPOL 2003, Shenyang, China, August 4-6, pp. 498–506 (2003)

    Google Scholar 

  11. Huang, Y., Zheng, F., Yan, P., Xu, M., Wu, W.: The Design and Implementation of Campus Navigation System EasyNav. Journal of Chinese Information Processing 15(4) (2001)

    Google Scholar 

  12. James, E., Zheng, Z.: A Speech Interface for Open-Domain Question-Answering. In: The 41st Annual Meeting of the Association for Computational Linguistics (ACL 2003), Sapporo. Japan, July 7-12 (2003)

    Google Scholar 

  13. Akiba, T., Itou, K., Fujii, A., Ishikawa, T.: Towards Speech-Driven Question Answering: Experiments Using the NTCIR-3 Question Answering Collection. In: Proceedings of the Third NTCIR Workshop on Research in Information Retrieval, Automatic Text Summarization and Question Answering (2002)

    Google Scholar 

  14. Akiba, T., Fujii, A., Itou, K.: Effects of Language Modeling on Speech-driven Question Answering. In: Proceedings of the 8th International Conference on Spoken Language Processing (ICSLP 2004), October 2004, pp. 1053–1056 (2004)

    Google Scholar 

  15. Zhang, L., Gao, F., Guo, R., Mao, J., Lu, R.: A Chinese Spoken Dialogue System about Real-time Stock Information. Journal of Computer Applications 24(7), 61–63 (2004)

    MATH  Google Scholar 

  16. Young, S., Kershaw, D., Odell, J., et al.: The HTK Book (for HTK version 3.0) (July 2000)

    Google Scholar 

  17. Zhang, H., Yu, H., Xiong, D., Liu, Q.: HHMM-based Chinese Lexical Analyzer ICTCLAS. In: Proceedings of 2nd SigHan Workshop, pp. 184–187 (2003)

    Google Scholar 

  18. Dong, Z., Dong, Q.: Hownet.: http://www.keenage.com/

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2006 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Hu, H., Ren, F., Kuroiwa, S., Zhang, S. (2006). A Question Answering System on Special Domain and the Implementation of Speech Interface. In: Gelbukh, A. (eds) Computational Linguistics and Intelligent Text Processing. CICLing 2006. Lecture Notes in Computer Science, vol 3878. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11671299_48

Download citation

  • DOI: https://doi.org/10.1007/11671299_48

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-32205-4

  • Online ISBN: 978-3-540-32206-1

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics