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How to Extract Arabic Definitions from the Web? Arabic Definition Question Answering System

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Natural Language Processing and Information Systems (NLDB 2011)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 6716))

Abstract

The Web is the most interest information resource available for users, but the issue is how to obtain the precise and the exact information easily and quickly. The classic information retrieval system such as Web search engines can just return snippets and links to Web pages according to a user query. And it is the role of the user to fetch these results and identify the appropriate information. In this paper, we propose dealing with the results returned by Web search engines to return the appropriate information to a user question. The solution proposed is integrated in an Arabic definition question answering system called ‘DefArabicQA’. The experiment was carried out using 140 Arabic definition questions and 2360 snippets returned by divers Web search engines. The result obtained so far is very encouraging and it can be outperformed more in the future.

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References

  1. Jijkoun, V., de Rijke, M.: Retrieving Answers from Frequently Asked Questions Pages on the Web. In: Proc. 14th ACM International Conference on Information and Knowledge Management, Bremen, Germany, pp. 76–83 (2005)

    Google Scholar 

  2. Agichtein, E., Lawrence, S., Gravano, L.: Learning to find answers to questions on the web. ACM Trans. Inter. Tech. 4(2), 129–162 (2004)

    Article  Google Scholar 

  3. Xu, J., Licuanan, A., Weischedel, R.M.: TREC 2003 QA at BBN: Answering definitional questions. In: 12th TREC, Washington, DC, pp. 98–106 (2003)

    Google Scholar 

  4. Ravichandran, D., Hovy, E.H.: Learning surface text patterns for a Question Answering system. In: ACL 2002, Philadelphia, PA, pp. 41–47 (2002)

    Google Scholar 

  5. Cui, H., Kan, M.Y., Chua, T.S.: Soft Pattern Matching Models for Definitional Question. Answering. ACM Transactions on Information Systems (TOIS) 25(2) (2007)

    Google Scholar 

  6. Yang, H., Cui, H., Maslennikov, M., Qiu, L., Kan, M.Y., Chua, T.S.: QUALIFIER in TREC-12 QA main task. In: TREC 2003, Gaithersburg, MD, pp. 480–488 (2003)

    Google Scholar 

  7. Zhang, Z., Zhou, Y., Huang, X., Wu, L.: Answering definition questions using web knowledge bases. In: Dale, R., Wong, K.-F., Su, J., Kwong, O.Y. (eds.) IJCNLP 2005. LNCS (LNAI), vol. 3651, pp. 498–506. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  8. Prager, J.M., Chu-Carroll, J., Czuba, K., Welty, C., Ittycheiach, A., Mahindru, R.: IBM’s PIQUANT in TREC 2003. In: 12th Text REtreival Conference, Gathersburg, MD, pp. 283–292 (2003)

    Google Scholar 

  9. Hammou, B., Abu-salem, H., Lytinen, S., Evens, M.: QARAB: A question answering system to support the Arabic language. In: Proceedings of the Workshop on Computational Approaches to Semitic Languages, ACL, pp. 55–65 (2002)

    Google Scholar 

  10. Benajiba, Y.: Arabic Question Answering. Diploma of advanced studies. Technical University of Valencia, Spain (2007)

    Google Scholar 

  11. Brini, W., Ellouze, M., Trigui, O., Mesfar, S., Belguith H.L., Rosso, P.: Factoid and definitional Arabic Question Answering system. In: Post-Proc. NOOJ-2009, Tozeur, Tunisia, June 8-10, pp.243-255 (2009)

    Google Scholar 

  12. Trigui, O., Belguith, H.L., Rosso, P.: An Automatic Definition Extraction in Arabic Language. In: Hopfe, C.J., Rezgui, Y., Métais, E., Preece, A., Li, H. (eds.) NLDB 2010. LNCS, vol. 6177, pp. 240–247. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  13. Trigui, O., Belguith, H.L., Rosso, P.: DefArabicQA: Arabic Definition Question Answering System. In: Workshop on Language Resources and Human Language Technologies for Semitic Languages, 7th LREC, Valletta, Malta, pp. 40–45 (2010)

    Google Scholar 

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Trigui, O. (2011). How to Extract Arabic Definitions from the Web? Arabic Definition Question Answering System. In: Muñoz, R., Montoyo, A., Métais, E. (eds) Natural Language Processing and Information Systems. NLDB 2011. Lecture Notes in Computer Science, vol 6716. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-22327-3_47

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  • DOI: https://doi.org/10.1007/978-3-642-22327-3_47

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-22326-6

  • Online ISBN: 978-3-642-22327-3

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