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Composite Event Indicator Processing in Event Extraction for Non-configurational Language

  • Valery Solovyev
  • Vladimir Ivanov
Part of the Lecture Notes in Computer Science book series (LNCS, volume 8265)

Abstract

Using event indicators is a well-known approach for event extraction. However, in most cases, event indicators are represented as single isolated words. In this paper, we deal with composite event indicators consisting of two and more words. Composite indicators are crucial to track modality when extracting events (e.g., possible events, desirable events, etc.). We proposed algorithms for the extraction of composite indicators as well as algorithms for the extraction of event arguments from sentences with composite indicators. The research is focused on Russian as an example of non-configurational language.

Keywords

event extraction non-configurational languages composite event indicators 

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References

  1. 1.
    Ahn, D.: The stages of event extraction. In: Proceedings of the Workshop on Annotating and Reasoning about Time and Events (2006)Google Scholar
  2. 2.
    Borsje, J., Hogenboom, F., Frasincar, F.: Semi-automatic financial events discovery based on lexico-semantic patterns. International Journal of Web Engineering and Technology 6(2), 115–140 (2010)CrossRefGoogle Scholar
  3. 3.
    Efimenko, I.V., Khoroshevsky, V.F., Klintsov, V.P.: Ontosminer family: Multilingual ie systems. In: 9th Conference Speech and Computer (2004)Google Scholar
  4. 4.
    Ermakov, A.E., Pleshko, V.: Semantic interpretation in text analysis computer systems. Information Technologies 155(7) (2009) (in Russian)Google Scholar
  5. 5.
    Gareev, R., Tkachenko, M., Solovyev, V., Simanovsky, A., Ivanov, V.: Introducing baselines for russian named entity recognition. In: Gelbukh, A. (ed.) CICLing 2013, Part I. LNCS, vol. 7816, pp. 329–342. Springer, Heidelberg (2013)CrossRefGoogle Scholar
  6. 6.
    Goujon, B.: Uncertainty detection for information extraction. In: The Proceedings of the International Conference RANLP, pp. 118–122 (2009)Google Scholar
  7. 7.
    Hogenboom, F., Frasincar, F., Kaymak, U., de Jong, F.: An overview of event extraction from text. In: Workshop on Detection, Representation, and Exploitation of Events in the Semantic Web (DeRiVE 2011) at Tenth International Semantic Web Conference (ISWC 2011), vol. 779, pp. 48–57 (2011)Google Scholar
  8. 8.
    Indurkhya, N., Damerau, F.J.: Handbook of natural language processing, vol. 2. CRC Press (2010)Google Scholar
  9. 9.
    Liu, H.: Dependency Grammar: from Theory to Practice. Science Press, Beijing (2009)Google Scholar
  10. 10.
    Mel’čnk, I.: Semantic description of lexical units in an explanatory combinatorial dictionary: Basic principles and heuristic criteria1. International Journal of Lexicography 1(3), 165–188 (1988)CrossRefGoogle Scholar
  11. 11.
    Metcalf, V.: Argument structure in hpsg as a lexical property: Evidence from english purpose infinitives. Locality of Grammatical Relationships (58) (2005)Google Scholar
  12. 12.
    Mitchell, M.L., Mulherin, J.H.: The impact of public information on the stock market. The Journal of Finance 49(3), 923–950 (1994)CrossRefGoogle Scholar
  13. 13.
    Park, I.: A study on ecm infinitive structure. Studies in Generative Grammar 14(4), 497–517 (2004)Google Scholar
  14. 14.
    Saurı, R., Verhagen, M., Pustejovsky, J.: Annotating and recognizing event modality in text. In: The 19th International FLAIRS Conference, FLAIRS 2006 (2006)Google Scholar
  15. 15.
    Sharoff, S., Nivre, J.: The proper place of men and machines in language technology: Processing russian without any linguistic knowledge. In: Proceedings of the Annual International Conference “Dialogue”, Computational Linguistics and Intellectual Technologies, vol. (10), pp. 657–670 (2011)Google Scholar
  16. 16.
    Tesnière, L., Fourquet, J.: Eléments de syntaxe structurale, vol. 1965. Klincksieck Paris (1959)Google Scholar
  17. 17.
    Wurmbrand, S.: Syntactic versus semantic control. In: Zwart, J.-W., Abraham, W. (eds.) Studies in Comparative Germanic Syntax: Proceedings of the 15th Workshop on Comparative Germanic Syntax, pp. 93–130 (2002)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2013

Authors and Affiliations

  • Valery Solovyev
    • 1
  • Vladimir Ivanov
    • 1
    • 2
  1. 1.Kazan Federal UniversityKazanRussia
  2. 2.National University of Science and Technology ”MISIS”MoscowRussia

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