Skip to main content

A Survey of Multilingual Event Extraction from Text

  • Conference paper

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 8455))

Abstract

The ability to process multilingual texts is important for the event extraction systems, because it not only completes the picture of an event, but also improves the algorithm performance quality. The present paper is a partial overview of the systems that cover this functionality. We focus on language-specific event type identification methods. Obtaining and organizing this knowledge is important for our further experiments on mono- and multilingual detection of socio-political events.

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   39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
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. Aone, C., Blejer, H., Okurowski, M.E., Van Ess-Dykema, C.: A Hybrid Approach to Multilingual Text Processing: Information Extraction and Machine Translation. In: Proceedings of the First Conference of the AMTA (1994)

    Google Scholar 

  2. Atkinson, M., Piskorski, J., Van der Goot, E., Yangarber, Y.: Multilingual Real-time Event Extraction for Border Security Intelligence Gathering. In: Wiil, U.K. (ed.) Counterterrorism and Open Source Intelligence. Lecture Notes in Social Networks 2, pp. 355–390. Springer, Wien (2011)

    Chapter  Google Scholar 

  3. Grishman, R.: Information Extraction: Capabilities and Challenges. In: Notes for the 2012 International Winter School in Language and Speech Technologies. Rovira i Virgili University, Tarragona (2012)

    Google Scholar 

  4. Hecking, M., Sarmina-Baneviciene, T.: A Tajik extension of the multilingual information extraction system ZENON. In: CCRP C4ISR Cooperative Research Program, Washington, DC, p. 14 (2010)

    Google Scholar 

  5. Hogenboom, F., Frasincar, F., Kaymak, U., de Jong, F.: An Overview of Event Extraction from Text. In: CEUR Workshop Proceedings, vol. 779, pp. 48–57 (2011)

    Google Scholar 

  6. Lejeune, G.: Structure patterns in Information Extraction: a multilingual solution? In: Advances in Method of Information and Communication Technology AMICT 2009, Petrozavodsk, Russia, vol. 11, pp. 105–111 (2009)

    Google Scholar 

  7. Piskorski, J., Belayeva, J., Atkinson, M.: Exploring the Usefulness of Cross-lingual Information Fusion for Refining Real-time News Event Extraction: A Preliminary Study. In: RANLP 2011, pp. 210–217 (2011)

    Google Scholar 

  8. Piskorski, J., Yangarber, R.: Information Extraction: Past, Present and Future. In: Poibeau, T., et al. (eds.) Multi-source, Multilingual Information Extraction and Summarization. Theory and Applications of Natural Language Processing, pp. 23–49. Springer (2012)

    Google Scholar 

  9. Pivovarova, L., Du, M., Yangarber, R.: Adapting the PULS event extraction framework to analyze Russian text. In: At ACL: 4th Biennial Workshop on Balto-Slavic Natural Language Processing, Sofia, Bulgaria, pp. 100–109 (2013)

    Google Scholar 

  10. Steinberger, R.: A survey of methods to ease the development of highly multilingual text mining applications. Lang. Resources & Evaluation 46, 155–176 (2012)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this paper

Cite this paper

Danilova, V., Alexandrov, M., Blanco, X. (2014). A Survey of Multilingual Event Extraction from Text. In: Métais, E., Roche, M., Teisseire, M. (eds) Natural Language Processing and Information Systems. NLDB 2014. Lecture Notes in Computer Science, vol 8455. Springer, Cham. https://doi.org/10.1007/978-3-319-07983-7_13

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-07983-7_13

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-07982-0

  • Online ISBN: 978-3-319-07983-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics