Skip to main content

A Community-Based Vietnamese Question Answering System

  • Conference paper

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 326))

Abstract

Most recent Vietnamese QA systems have not considered so far in using the data crawled from the community web services as a useful resource. In this paper, we take into accounts the community-based resource to build a Vietnamese question answering system named VnCQAs. Our system comprises of three modules for building the database of question-answer pairs, analyzing questions and choosing the best answer respectively. Experimental results show that our system achieves promising performances.

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

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   169.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   219.99
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

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Son, D.T., Dung, D.T.: Apply a mapping question approach in building the question answering system for vietnamese language. In: Proceedings of the Conference on Green Technology and Sustainable Development (2012)

    Google Scholar 

  2. Bernhard, D., Gurevych, I.: Answering learners’ questions by retrieving question paraphrases from social q&a sites. In: Proceedings of the Third Workshop on Innovative Use of NLP for Building Educational Applications, pp. 44–52. Association for Computational Linguistics (June 2008)

    Google Scholar 

  3. Chan, W., Zhou, X., Wang, W., Chua, T.-S.: Community answer summarization for multi-sentence question with group l1 regularization. In: Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics. Long Papers, vol. 1, pp. 582–591 (2012)

    Google Scholar 

  4. Jindal, N., Liu, B.: Identifying comparative sentences in text documents. In: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2006, pp. 244–251 (2006)

    Google Scholar 

  5. Li, B., Jin, T., Lyu, M.R., King, I., Mak, B.: Analyzing and predicting question quality in community question answering services. In: Proceedings of the 21st International Conference Companion on World Wide Web, WWW 2012 Companion, pp. 775–782 (2012)

    Google Scholar 

  6. Li, B., Si, X., Lyu, M.R., King, I., Chang, E.Y.: Question identification on twitter. In: Proceedings of the 20th ACM International Conference on Information and Knowledge Management, CIKM 2011, pp. 2477–2480 (2011)

    Google Scholar 

  7. Nguyen, A.K., Le, H.T.: Natural language interface construction using semantic grammars. In: Ho, T.-B., Zhou, Z.-H. (eds.) PRICAI 2008. LNCS (LNAI), vol. 5351, pp. 728–739. Springer, Heidelberg (2008)

    Google Scholar 

  8. Nguyen, D.Q., Nguyen, D.Q., Pham, S.B.: A Vietnamese Question Answering System. In: Proceedings of the 2009 International Conference on Knowledge and Systems Engineering, KSE 2009, pp. 26–32 (2009)

    Google Scholar 

  9. Nguyen, D.Q., Nguyen, D.Q., Pham, S.B.: A Semantic Approach for Question Analysis. In: Jiang, H., Ding, W., Ali, M., Wu, X. (eds.) IEA/AIE 2012. LNCS (LNAI), vol. 7345, pp. 156–165. Springer, Heidelberg (2012)

    Google Scholar 

  10. Nguyen, D.Q., Nguyen, D.Q., Pham, S.B.: Systematic Knowledge Acquisition for Question Analysis. In: Proceedings of the International Conference Recent Advances in Natural Language Processing 2011, pp. 406–412 (2011)

    Google Scholar 

  11. Nguyen, D.Q., Nguyen, D.Q., Pham, S.B., Nguyen, P.-T., Le Nguyen, M.: From Treebank Conversion to Automatic Dependency Parsing for Vietnamese. In: Métais, E., Roche, M., Teisseire, M. (eds.) NLDB 2014. LNCS, vol. 8455, pp. 196–207. Springer, Heidelberg (2014)

    Google Scholar 

  12. Nguyen, D.T., Hoang, T.D., Pham, S.B.: A vietnamese natural language interface to database. In: Proc. of the 2012 IEEE Sixth International Conference on Semantic Computing, pp. 130–133 (2012)

    Google Scholar 

  13. Surdeanu, M., Ciaramita, M., Zaragoza, H.: Learning to rank answers on large online QA collections. In: Proceedings of ACL 2008. HLT (June 2008)

    Google Scholar 

  14. Tran, V.M., Nguyen, V.D., Tran, O.T., Pham, U.T.T., Ha, T.Q.: An experimental study of vietnamese question answering system. In: International Conference on Asian Language Processing, IALP 2009, pp. 152–155 (December 2009)

    Google Scholar 

  15. Wang, K., Chua, T.-S.: Exploiting salient patterns for question detection and question retrieval in community-based question answering. In: Proceedings of the 23rd International Conference on Computational Linguistics, COLING 2010, pp. 1155–1163 (2010)

    Google Scholar 

  16. Yang, L., Bao, S., Lin, Q., Wu, X., Han, D., Su, Z., Yu, Y.: Analyzing and predicting not-answered questions in community-based question answering services. In: AAAI (2011)

    Google Scholar 

  17. Zhao, S., Wang, H., Li, C., Liu, T., Guan, Y.: Automatically generating questions from queries for community-based question answering. In: Proceedings of 5th International Joint Conference on Natural Language Processing, pp. 929–937 (2011)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Quan Hung Tran .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer International Publishing Switzerland

About this paper

Cite this paper

Tran, Q.H. et al. (2015). A Community-Based Vietnamese Question Answering System. In: Nguyen, VH., Le, AC., Huynh, VN. (eds) Knowledge and Systems Engineering. Advances in Intelligent Systems and Computing, vol 326. Springer, Cham. https://doi.org/10.1007/978-3-319-11680-8_10

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-11680-8_10

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-11679-2

  • Online ISBN: 978-3-319-11680-8

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics