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A Novel Question Answering System for Albanian Language

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Advances in Internet, Data & Web Technologies (EIDWT 2018)

Abstract

The volume of unstructured data is constantly growing, drawing the attention of the research community toward Natural Language Processing tasks. Recent advances in Information Extraction have led to the implementation of different systems and tools for Question Answering. These approaches are mainly language dependent as they need information about the language structure and syntax to perform well. This paper proposes an approach to extracting answers of factoid questions for a given text in Albanian Language. As far as we know, this is the first attempt of a Question Answering system for Albanian language. Experiments show that this is an effective solution for single domain documents.

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References

  1. Jurafsky, D., Martin, J.H.: Speech and Language Processing, 2nd edn. Prentice-Hall, Inc., Upper Saddle River, New Jersey (2009). ISBN 0131873210

    Google Scholar 

  2. Green, B.F., Wolf, A.K., Chomsky, C., Laughery, K.: Baseball: an automatic question answerer. In: Proceedings of the Western Joint Computer Conference, vol. 19, pp. 219–224 (1961). Reprinted in Grosz et al. (1986)

    Google Scholar 

  3. Woods, W.: Progress in natural language understanding - an application to lunar geology. In: Proceedings of AFIPS Conference, vol. 42, pp. 441–450 (1973)

    Google Scholar 

  4. Ferrucci, D.A.: Introduction to “this is Watson”. IBM J. Res. Develop. 56(3/4), 1–15 (2012)

    Google Scholar 

  5. Nyberg, E., et al.: The JAVELIN question answering system at TREC2003: a multi-strategy approach with dynamic planning. In: The Proceedings of the 11th Text Retrieval Conference (2003)

    Google Scholar 

  6. Comas, P.R., Turmo, J., Màrquez, L.: Sibyl a factoid question-answering system for spoken documents. ACM Trans. Inf. Syst. 30(3), Article 19, 40 (2012)

    Google Scholar 

  7. Wang, X., Xu, B., Zhuge, H.: Automatic question answering based on single document. In: 12th International Conference on Semantics Knowledge and Grids. IEEE (2016)

    Google Scholar 

  8. Wu, Q., et al.: Visual question answering: a survey of methods and datasets. Comput. Vis. Image Underst. 163, 21–40 (2017). https://doi.org/10.1016/j.cviu.2017.05.001

    Article  Google Scholar 

  9. Kim, M., Kim, H.: Design of question answering system with automated question generation. In: Fourth International Conference on Networked Computing and Advanced Information Management. IEEE (2008)

    Google Scholar 

  10. Perret, L.: A question answering system for French. In: Peters, C., Clough, P., Gonzalo, J., Jones, G.J.F., Kluck, M., Magnini, B. (eds.) Multilingual Information Access for Text, Speech and Images. CLEF 2004. Lecture Notes in Computer Science, vol 3491. Springer, Berlin, Heidelberg (2005)

    Google Scholar 

  11. Hoque, S., et al.: BQAS: a bilingual question answering system. In: Proceedings of International Conference on Electrical Information and Communication Technology. IEEE (2015). https://doi.org/10.1109/eict.2015.7392020

  12. Kamal, A.I.: Enhanced Arabic question answering system. In: Sixth International Conference on Computational Intelligence and Communication Networks. IEEE (2014)

    Google Scholar 

  13. Nguyen, D.Q., et al.: A vietnamese question answering system. In: International Conference on Knowledge and Systems Engineering. IEEE (2009)

    Google Scholar 

  14. Hamp, E.P.: Albanian language, Encyclopedia Britannica (2016)

    Google Scholar 

  15. Kurani, A., Trifoni, A.: Syntactic similarites and differences between Albanian and English. Eur. Sci. J. 17 (2011)

    Google Scholar 

  16. Çabej, E.: Studime etimologjike në fushë të shqipes I, Tiranë (1982)

    Google Scholar 

  17. Sadiku, J., Biba, M.: Automatic stemming of Albanian through a rule-based approach. J. Int. Res. Publ. Lang. Individuals Soc. 6 (2012). ISSN-1313-2547

    Google Scholar 

  18. Dhrimo, A., Tupja, E., Ymeri, E.: Fjalor sinonimik i gjuhës shqipe: Mbi 30 000 zëra. Botimet Toena, Tiranë (2002)

    Google Scholar 

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Correspondence to Evis Trandafili .

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Trandafili, E., Meçe, E.K., Kica, K., Paci, H. (2018). A Novel Question Answering System for Albanian Language. In: Barolli, L., Xhafa, F., Javaid, N., Spaho, E., Kolici, V. (eds) Advances in Internet, Data & Web Technologies. EIDWT 2018. Lecture Notes on Data Engineering and Communications Technologies, vol 17. Springer, Cham. https://doi.org/10.1007/978-3-319-75928-9_46

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  • DOI: https://doi.org/10.1007/978-3-319-75928-9_46

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-75927-2

  • Online ISBN: 978-3-319-75928-9

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