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Pattern Based on Temporal Inference

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Artificial Neural Networks and Machine Learning – ICANN 2016 (ICANN 2016)

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Abstract

Inference approaches in Arabic question answering are in their first steps if we compare them with other languages. Evidently, any user is interested in obtaining a specific and precise answer to a specific question. Therefore, the challenge of developing a system capable of obtaining a relevant and concise answer is obviously of great benefit. This paper deals with answering questions about temporal information involving several forms of inference.

We have implemented this approach in a question answering system called IQAS: Inference Question Answering System for handling temporal inference.

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Notes

  1. 1.

    TERQAS was an ARDA Workshop focusing on Temporal and Event Recognition for Question Answering Systems. www.cs.brandeis.edu/_jamesp/arda/time/readings.html.

References

  1. Vicedo, J., Ferrandez, A.: Importance of pronominal anaphora resolution in question answering systems. In: Proceedings of the 38th Annual Conference of the Association for Computational Linguistics (ACL 2000), pp. 555–562 (2000)

    Google Scholar 

  2. Benajiba, Y.: Arabic named entity recognition. Ph.D. dissertation, Polytechnical University of Valencia, Spain (2009)

    Google Scholar 

  3. Ezzeldin, A.M., Shaheen, M.: A survey of Arabic question answering: challenges, tasks, approaches, tools, and future trends. In: The 13th International Arab Conference on Information Technology, ACIT 2012 (2012)

    Google Scholar 

  4. Hammo, B., Abu-Salem, H., Lytinen, S.: QARAB: a QA system to support the Arabic language. In: Proceedings of the Workshop on Computational Approaches to Semitic Languages, Philadelphia, pp. 55–65 (2002)

    Google Scholar 

  5. Harabagiu, S., Bejan, C.A.: Question answering based on temporal inference. In: Proceedings of the AAAI-2005 Workshop on Inference for Textual Question Answering (2005)

    Google Scholar 

  6. Ingria, B., Pustejovsky, J.: TimeML: A Formal Specification Language for Events and Temporal Expressions (2002). http://www.cs.brandeis.edu/~jamesp/arda/time/

  7. Rosso, P., Benajiba, Y., Lyhyaoui, A.: Towards an Arabic question answering system. In: Proceedings of 4th Conference on Scientific Research Outlook Technology Development in the Arab World, SROIV, Damascus, Syria, pp. 11–14 (2006)

    Google Scholar 

  8. Harabagiu, S., Bejan, C.: An answer bank for temporal inference. In: Proceedings of LREC (2006)

    Google Scholar 

  9. Boguraev, B., Ando, R.K.: TimeML-compliant text analysis for temporal reasoning. In: Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence (IJCAI 2005) (2005)

    Google Scholar 

  10. Harabagiu, S.M., Moldovan, D.I., Pasca, M., Mihalcea, R., Surdeanu, M., Bunescu, R.C., Girju, R., Rus, V., Morarescu, P.: The role of Lexico-Semantic Feedback in Open-Domain Textual Question-Answering. In: Proceedings of 39th Annual Meeting of the Association for Computational Linguistics (ACL 2001), pp. 274–281 (2001)

    Google Scholar 

  11. Harabagiu, S., Bejan, C.A.: Question answering based on temporal inference. In: Proceedings of the AAAI-2005 Workshop on Inference for Textual Question Answering (2005)

    Google Scholar 

  12. Pasca, M.: Towards temporal web search. In: Proceedings of the 2008 ACM Symposium on Applied Computing (SAC 2008), pp. 1117–1121 (2008)

    Google Scholar 

  13. Lee, G.G., Seo, J., Lee, S., Jung, H., Cho, B.-H., Lee, C., Kwak, B.-K., Cha, J., Kim, D., An, J.-H., Kim, H.: SiteQ: engineering high performance QA system using Lexico-Semantic pattern matching and shallow NLP. In: Proceedings of the TREC 2010 Conference, pp. 437–446. NIST, Gaithersburg (2001)

    Google Scholar 

  14. Wang, B., Xu, H., Yang, Z., Liu, Y., Cheng, X., Bu, D., Bai, S.: TREC-10 experiments at CAS-ICT: filtering, web, and QA. In: Proceedings of the TREC-10 (2001)

    Google Scholar 

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Correspondence to Zeineb Neji .

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Neji, Z., Ellouze, M., Belguith, L.H. (2016). Pattern Based on Temporal Inference. In: Villa, A., Masulli, P., Pons Rivero, A. (eds) Artificial Neural Networks and Machine Learning – ICANN 2016. ICANN 2016. Lecture Notes in Computer Science(), vol 9886. Springer, Cham. https://doi.org/10.1007/978-3-319-44778-0_54

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  • DOI: https://doi.org/10.1007/978-3-319-44778-0_54

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-44777-3

  • Online ISBN: 978-3-319-44778-0

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